Adobe Premiere Pro Download and Use Guide [In Depth]

Video streaming platforms are becoming quite popular nowadays and with this, the demand for good video content is also growing. There are dozens of applications available in the market that facilitate the users with video editing tools. Adobe Premiere Pro is one such application that stands from others with its unique features as well as an easy-to-use interface.

Adobe is known to develop the best in the industry tools and Adobe Premiere Pro is no exception in showing its excellence. For content creators and filmmakers, Adobe Premiere Pro has been the first choice to edit stunning videos. And for new users, it provides pre-sets and other tools to easily produce an elegant video. In this Adobe Premiere Pro editing tutorial, we have it all covered:

1. How to Download and Install Adobe Premiere Pro

Adobe Premiere Pro is very useful to video creators by facilitating different editing tools and presets for instant effect in the video. It also has an easy-to-use interface that enables new users to use the tools available very effectively. And if you are also looking for a video editing application that can help you with creating excellent visual content, then Adobe Premiere Pro is a perfect choice. Here is how you can download and install Adobe Premiere Pro on your device:

Step-wise process

First, open your browser on your PC and then type “Adobe Premiere Pro” in the search bar. Then hit the enter button and the first results shown should be from the official website of Adobe. Click on that and you will be headed to the download page of Adobe Premiere Pro.

Here you will see an option to download the “free trial” version of the Adobe Premiere Pro which will have a limited number of tools available for video editing. And along with that, there will also be an option to “Buy” the Adobe Premiere Pro application.

Click on the free or paid version as per your preference and your download will begin shortly. After the application is downloaded to your PC, navigate to the download folder of your PC.

Here find the Adobe Premiere Pro application file and click on it to start the installation process. This will take some time and once the application is installed on your PC, you will be able to use Adobe Premiere Pro without any issue.

2. Key Features of Adobe Premiere Pro

Some of the key features of Adobe Premiere Pro are as follows:

• Multiple format support for both importing and exporting
• Video titling, graphics, transitions, and many useful tools
• Seamless cropping, adding and trimming multiple clips
• VR editing support for creating VR enabled video content
• Regional closed-captions availability for subtitles
• Motion graphics templates availability for instant access
• Simultaneously Multiple projects support in real-time
• Lumetri support along with direct publishing feature

3. How to Edit Videos with Adobe Premiere Pro

Adobe Premiere Pro features some of the best editing tools that are available in any application. These tools are arranged in an intuitive interface that can be used even by new users. These tools also can help in creating cinematic shots that can satisfy the demand for good visual content on social media platforms.

The different tools available in Adobe Premiere Pro may seem overwhelming. However, you can follow these steps on how to use adobe premiere pro to edit and share your videos very easily:

Step-wise process

First, open the Adobe Premiere pro edit video tool on your PC.

Now, click on the “Import” option and select the frame size for your project.

By default, the clips or media files you import to the Adobe Premiere Pro interface will be saved under a project file and you can create multiple projects as well as libraries simultaneously.

After the import is finished, you will need to arrange the video clips according to your desired sequence.

The clips will be displayed at the bottom of your screen on a timeline as small thumbnails. You can crop, trim or change the speed of each clip as per your requirements by dragging the intro and outro bars available on the timeline bar.

You can also add music, and voiceovers as well as video overlay on your video clips. Along with this there are options for different effects and presets that you can apply to your videos.

Transitions are another important tool that can help you make stunning cinematic videos. There are other tools such as motion graphics and VR editing tools to edit 3D videos on your PC.

After you are done with all these graphics and visual features of your video, you can navigate to the “Titles” tool to add texts to your video.

When you are done with all the necessary changes to your video and you are satisfied with all the visual effects, you can select the format and quality of the output video from the “Settings” tab.

Then click on the “export” option available on the menu bar and the video will be saved to your device in a short time.

4. Easy Alternative to Edit Videos

Though Adobe Premiere Pro is an excellent application for editing videos in any desired format, some features aren’t covered in the Adobe Premiere Pro package even if you pay a subscription fee. And if you are looking for an alternative to Adobe Premiere Pro that can satisfy all your video editing needs, then Filmora can be the best application for all your needs. You can use Filmora to edit your videos by following these steps:

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

• First, go to your browser and search for Filmora in the search bar. Then navigate to the official website of Filmora from the search results and click on that. This will take you to the download page of Filmora.
• On the download page, click on the “free trial” or “Buy Filmora” as per your preference and then download it to your device. After the download process is completed, install it from the download folder on your PC.
• After Filmora is installed on your device, open it and select the “New Project” option available in the interface. Then this will ask you to import the media file that you want to edit. Select the video files that you want to edit and they will be imported to the Filmora interface.
• Then arrange the clips according to the required sequence by swapping the thumbnails given in the timeline bar on the bottom of your screen. You can also select and trim the videos from the same area of your screen.
• After that, you can add graphics, transitions, texts, and different effects to your video by clicking on the respective tools given in the user interface. There is also the feature of adding presets to your videos that are available by default.
• After you are done with all the visual tools in editing, you can add music or voiceover to your video by clicking the “Audio” tool available on the screen.
• When you are done with editing and merging all your video clips, click on the “Settings” tab to select the export quality. Then click on the “Export project” option and the video will be saved to your device in the desired format.

5. FAQs about Adobe Premiere Pro

1.Is Adobe Premiere Pro a good video editor?

Adobe Premiere Pro is believed to be one of the most popular video editing applications and it is used both by video content creators as well as filmmakers. It is a very effective editor for creators because of its versatile set of tools in video editing.

2.How do I edit videos using Adobe Premiere Pro?

To edit videos using Adobe Premiere Pro you will first need to import your media file to the interface. Then, you can apply the changes using different tools available in the application. The detailed process of editing video in Adobe Premiere Pro has been explained in the previous section of this article.

3.What is the price for Adobe Premiere Pro?

Currently Adobe Premiere Pro costs around $20.99 per month and if you want any other plans for buying, then the details of the listing price are available on the official website of Adobe.

Conclusion

Adobe Premiere Pro is one of the most downloaded and used video editing applications that is used by millions of users around the world. It is known for its versatility in tools and export format. This article discussed some of the best Adobe Premiere Pro editing tips to edit any video content. We also have provided the alternative of Adobe Premiere Pro that you can use for video editing. Hopefully, you will find this article helpful in creating cinematic and amazing visual content.

3. How to Edit Videos with Adobe Premiere Pro

Adobe Premiere Pro features some of the best editing tools that are available in any application. These tools are arranged in an intuitive interface that can be used even by new users. These tools also can help in creating cinematic shots that can satisfy the demand for good visual content on social media platforms.

The different tools available in Adobe Premiere Pro may seem overwhelming. However, you can follow these steps on how to use adobe premiere pro to edit and share your videos very easily:

Step-wise process

First, open the Adobe Premiere pro edit video tool on your PC.

Now, click on the “Import” option and select the frame size for your project.

By default, the clips or media files you import to the Adobe Premiere Pro interface will be saved under a project file and you can create multiple projects as well as libraries simultaneously.

After the import is finished, you will need to arrange the video clips according to your desired sequence.

The clips will be displayed at the bottom of your screen on a timeline as small thumbnails. You can crop, trim or change the speed of each clip as per your requirements by dragging the intro and outro bars available on the timeline bar.

You can also add music, and voiceovers as well as video overlay on your video clips. Along with this there are options for different effects and presets that you can apply to your videos.

Transitions are another important tool that can help you make stunning cinematic videos. There are other tools such as motion graphics and VR editing tools to edit 3D videos on your PC.

After you are done with all these graphics and visual features of your video, you can navigate to the “Titles” tool to add texts to your video.

When you are done with all the necessary changes to your video and you are satisfied with all the visual effects, you can select the format and quality of the output video from the “Settings” tab.

Then click on the “export” option available on the menu bar and the video will be saved to your device in a short time.

4. Easy Alternative to Edit Videos

Though Adobe Premiere Pro is an excellent application for editing videos in any desired format, some features aren’t covered in the Adobe Premiere Pro package even if you pay a subscription fee. And if you are looking for an alternative to Adobe Premiere Pro that can satisfy all your video editing needs, then Filmora can be the best application for all your needs. You can use Filmora to edit your videos by following these steps:

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

• First, go to your browser and search for Filmora in the search bar. Then navigate to the official website of Filmora from the search results and click on that. This will take you to the download page of Filmora.
• On the download page, click on the “free trial” or “Buy Filmora” as per your preference and then download it to your device. After the download process is completed, install it from the download folder on your PC.
• After Filmora is installed on your device, open it and select the “New Project” option available in the interface. Then this will ask you to import the media file that you want to edit. Select the video files that you want to edit and they will be imported to the Filmora interface.
• Then arrange the clips according to the required sequence by swapping the thumbnails given in the timeline bar on the bottom of your screen. You can also select and trim the videos from the same area of your screen.
• After that, you can add graphics, transitions, texts, and different effects to your video by clicking on the respective tools given in the user interface. There is also the feature of adding presets to your videos that are available by default.
• After you are done with all the visual tools in editing, you can add music or voiceover to your video by clicking the “Audio” tool available on the screen.
• When you are done with editing and merging all your video clips, click on the “Settings” tab to select the export quality. Then click on the “Export project” option and the video will be saved to your device in the desired format.

5. FAQs about Adobe Premiere Pro

1.Is Adobe Premiere Pro a good video editor?

Adobe Premiere Pro is believed to be one of the most popular video editing applications and it is used both by video content creators as well as filmmakers. It is a very effective editor for creators because of its versatile set of tools in video editing.

2.How do I edit videos using Adobe Premiere Pro?

To edit videos using Adobe Premiere Pro you will first need to import your media file to the interface. Then, you can apply the changes using different tools available in the application. The detailed process of editing video in Adobe Premiere Pro has been explained in the previous section of this article.

3.What is the price for Adobe Premiere Pro?

Currently Adobe Premiere Pro costs around $20.99 per month and if you want any other plans for buying, then the details of the listing price are available on the official website of Adobe.

Conclusion

Adobe Premiere Pro is one of the most downloaded and used video editing applications that is used by millions of users around the world. It is known for its versatility in tools and export format. This article discussed some of the best Adobe Premiere Pro editing tips to edit any video content. We also have provided the alternative of Adobe Premiere Pro that you can use for video editing. Hopefully, you will find this article helpful in creating cinematic and amazing visual content.

3. How to Edit Videos with Adobe Premiere Pro

Adobe Premiere Pro features some of the best editing tools that are available in any application. These tools are arranged in an intuitive interface that can be used even by new users. These tools also can help in creating cinematic shots that can satisfy the demand for good visual content on social media platforms.

The different tools available in Adobe Premiere Pro may seem overwhelming. However, you can follow these steps on how to use adobe premiere pro to edit and share your videos very easily:

Step-wise process

First, open the Adobe Premiere pro edit video tool on your PC.

Now, click on the “Import” option and select the frame size for your project.

By default, the clips or media files you import to the Adobe Premiere Pro interface will be saved under a project file and you can create multiple projects as well as libraries simultaneously.

After the import is finished, you will need to arrange the video clips according to your desired sequence.

The clips will be displayed at the bottom of your screen on a timeline as small thumbnails. You can crop, trim or change the speed of each clip as per your requirements by dragging the intro and outro bars available on the timeline bar.

You can also add music, and voiceovers as well as video overlay on your video clips. Along with this there are options for different effects and presets that you can apply to your videos.

Transitions are another important tool that can help you make stunning cinematic videos. There are other tools such as motion graphics and VR editing tools to edit 3D videos on your PC.

After you are done with all these graphics and visual features of your video, you can navigate to the “Titles” tool to add texts to your video.

When you are done with all the necessary changes to your video and you are satisfied with all the visual effects, you can select the format and quality of the output video from the “Settings” tab.

Then click on the “export” option available on the menu bar and the video will be saved to your device in a short time.

4. Easy Alternative to Edit Videos

Though Adobe Premiere Pro is an excellent application for editing videos in any desired format, some features aren’t covered in the Adobe Premiere Pro package even if you pay a subscription fee. And if you are looking for an alternative to Adobe Premiere Pro that can satisfy all your video editing needs, then Filmora can be the best application for all your needs. You can use Filmora to edit your videos by following these steps:

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

• First, go to your browser and search for Filmora in the search bar. Then navigate to the official website of Filmora from the search results and click on that. This will take you to the download page of Filmora.
• On the download page, click on the “free trial” or “Buy Filmora” as per your preference and then download it to your device. After the download process is completed, install it from the download folder on your PC.
• After Filmora is installed on your device, open it and select the “New Project” option available in the interface. Then this will ask you to import the media file that you want to edit. Select the video files that you want to edit and they will be imported to the Filmora interface.
• Then arrange the clips according to the required sequence by swapping the thumbnails given in the timeline bar on the bottom of your screen. You can also select and trim the videos from the same area of your screen.
• After that, you can add graphics, transitions, texts, and different effects to your video by clicking on the respective tools given in the user interface. There is also the feature of adding presets to your videos that are available by default.
• After you are done with all the visual tools in editing, you can add music or voiceover to your video by clicking the “Audio” tool available on the screen.
• When you are done with editing and merging all your video clips, click on the “Settings” tab to select the export quality. Then click on the “Export project” option and the video will be saved to your device in the desired format.

5. FAQs about Adobe Premiere Pro

1.Is Adobe Premiere Pro a good video editor?

Adobe Premiere Pro is believed to be one of the most popular video editing applications and it is used both by video content creators as well as filmmakers. It is a very effective editor for creators because of its versatile set of tools in video editing.

2.How do I edit videos using Adobe Premiere Pro?

To edit videos using Adobe Premiere Pro you will first need to import your media file to the interface. Then, you can apply the changes using different tools available in the application. The detailed process of editing video in Adobe Premiere Pro has been explained in the previous section of this article.

3.What is the price for Adobe Premiere Pro?

Currently Adobe Premiere Pro costs around $20.99 per month and if you want any other plans for buying, then the details of the listing price are available on the official website of Adobe.

Conclusion

Adobe Premiere Pro is one of the most downloaded and used video editing applications that is used by millions of users around the world. It is known for its versatility in tools and export format. This article discussed some of the best Adobe Premiere Pro editing tips to edit any video content. We also have provided the alternative of Adobe Premiere Pro that you can use for video editing. Hopefully, you will find this article helpful in creating cinematic and amazing visual content.

3. How to Edit Videos with Adobe Premiere Pro

Adobe Premiere Pro features some of the best editing tools that are available in any application. These tools are arranged in an intuitive interface that can be used even by new users. These tools also can help in creating cinematic shots that can satisfy the demand for good visual content on social media platforms.

The different tools available in Adobe Premiere Pro may seem overwhelming. However, you can follow these steps on how to use adobe premiere pro to edit and share your videos very easily:

Step-wise process

First, open the Adobe Premiere pro edit video tool on your PC.

Now, click on the “Import” option and select the frame size for your project.

By default, the clips or media files you import to the Adobe Premiere Pro interface will be saved under a project file and you can create multiple projects as well as libraries simultaneously.

After the import is finished, you will need to arrange the video clips according to your desired sequence.

The clips will be displayed at the bottom of your screen on a timeline as small thumbnails. You can crop, trim or change the speed of each clip as per your requirements by dragging the intro and outro bars available on the timeline bar.

You can also add music, and voiceovers as well as video overlay on your video clips. Along with this there are options for different effects and presets that you can apply to your videos.

Transitions are another important tool that can help you make stunning cinematic videos. There are other tools such as motion graphics and VR editing tools to edit 3D videos on your PC.

After you are done with all these graphics and visual features of your video, you can navigate to the “Titles” tool to add texts to your video.

When you are done with all the necessary changes to your video and you are satisfied with all the visual effects, you can select the format and quality of the output video from the “Settings” tab.

Then click on the “export” option available on the menu bar and the video will be saved to your device in a short time.

4. Easy Alternative to Edit Videos

Though Adobe Premiere Pro is an excellent application for editing videos in any desired format, some features aren’t covered in the Adobe Premiere Pro package even if you pay a subscription fee. And if you are looking for an alternative to Adobe Premiere Pro that can satisfy all your video editing needs, then Filmora can be the best application for all your needs. You can use Filmora to edit your videos by following these steps:

Try It Free

For Win 7 or later (64-bit)

Try It Free

For macOS 10.12 or later

• First, go to your browser and search for Filmora in the search bar. Then navigate to the official website of Filmora from the search results and click on that. This will take you to the download page of Filmora.
• On the download page, click on the “free trial” or “Buy Filmora” as per your preference and then download it to your device. After the download process is completed, install it from the download folder on your PC.
• After Filmora is installed on your device, open it and select the “New Project” option available in the interface. Then this will ask you to import the media file that you want to edit. Select the video files that you want to edit and they will be imported to the Filmora interface.
• Then arrange the clips according to the required sequence by swapping the thumbnails given in the timeline bar on the bottom of your screen. You can also select and trim the videos from the same area of your screen.
• After that, you can add graphics, transitions, texts, and different effects to your video by clicking on the respective tools given in the user interface. There is also the feature of adding presets to your videos that are available by default.
• After you are done with all the visual tools in editing, you can add music or voiceover to your video by clicking the “Audio” tool available on the screen.
• When you are done with editing and merging all your video clips, click on the “Settings” tab to select the export quality. Then click on the “Export project” option and the video will be saved to your device in the desired format.

5. FAQs about Adobe Premiere Pro

1.Is Adobe Premiere Pro a good video editor?

Adobe Premiere Pro is believed to be one of the most popular video editing applications and it is used both by video content creators as well as filmmakers. It is a very effective editor for creators because of its versatile set of tools in video editing.

2.How do I edit videos using Adobe Premiere Pro?

To edit videos using Adobe Premiere Pro you will first need to import your media file to the interface. Then, you can apply the changes using different tools available in the application. The detailed process of editing video in Adobe Premiere Pro has been explained in the previous section of this article.

3.What is the price for Adobe Premiere Pro?

Currently Adobe Premiere Pro costs around $20.99 per month and if you want any other plans for buying, then the details of the listing price are available on the official website of Adobe.

Conclusion

Adobe Premiere Pro is one of the most downloaded and used video editing applications that is used by millions of users around the world. It is known for its versatility in tools and export format. This article discussed some of the best Adobe Premiere Pro editing tips to edit any video content. We also have provided the alternative of Adobe Premiere Pro that you can use for video editing. Hopefully, you will find this article helpful in creating cinematic and amazing visual content.

Mastering OpenCV Object Tracking: A Comprehensive Guide for Beginners and Experts

OpenCV Tracking is a popular method used for tracking objects in a video in real-time. OpenCV is a powerful library used for image processing and computer vision applications.

From real-time video analysis to Augmented Reality, OpenCV Tracking has a wide range of uses and can help both private and public sectors to detect and track the desired object in an image or video.

In this comprehensive guide, we’ll explore OpenCV Tracking and its pre-built trackers**.** We will use the OpenCV library and Python to implement this Object Tracking application.

1. SOT & MOT
2. The Difference Between Tracking And Detection

• Types Of Object Tracking

1. Image Tracking
2. Video Tracking

• What Are The Difficulties Of Object Tracking
• Stages Of The Object Tracking Process

1. Stages Of The Object Tracking Process
2. Methods Of Object Tracking

• The powerful backup: OpenCV

1. What Is OpenCV
2. The Pre-Built Algorithms OpenCV Offers For Object Tracking
3. Implementation In Python And OpenCV

Part 1. What Is Object Tracking?

Object Tracking determines the location of an object in a video and can be used for a variety of purposes, including surveillance, security, traffic control, digital forensics, anomaly detection, gesture recognition, visual surveillance, human-computer interaction, augmented reality, and robot vision.

Even though it may seem easy for an average person, object tracking is quite complex for computers because they have to analyze a set of frames and estimate the object’s trajectory based on numbers instead of images.

Because of how complicated it is, Object Tracking is considered one of the most difficult tasks in computer vision. Even though it’s a challenge, it’s not impossible to accomplish.

And there are two levels of Object Tracking that you should learn about:

1. SOT & MOT

1. Single Object Tracking (SOT): SOT is a tracking algorithm that creates advanced appearance models and/or motion models to manage difficult issues like out-of-plane rotations, illumination variations, or scale changes.
2. Multiple Object Tracking (MOT): MOT tracks every part of a video and is mainly concerned with mid-level tasks and serves as a foundation for high-level tasks.

2. The Difference Between Tracking And Detection

After knowing what Object Tracking is, there is another concept you should also be aware of - Object Detection.

The Object Tracking and Object Detection are two important methods in computer vision. Object Tracking tracks the position of a given object in an image in real-time, while Object Detection identifies and localizes objects in an image or video. That is the difference.

Part 2. Types Of Object Tracking

Image Tracking

Image tracking allows users to interact with digital content more naturally and helps users move and interact with digital objects in the same manner as they will with real-world physical objects.

Image tracking can be used in various augmented reality (AR) applications, such as AR gaming, shopping, and navigation. Moreover, you can also use it for educational purposes, such as teaching anatomy or providing instructions for a difficult task.

Video Tracking

Video tracking is the process of tracking objects in a video sequence and can be used for various applications, such as detecting and counting objects in a scene, understanding their motions, and recognizing activities.

Part 3. What Are The Difficulties Of Object Tracking?

As what has been mentioned above, the use of object tracking is versatile. However, there are some challenges associated with Object Tracking, such as:

Background Clutter: The background can impact extracting an object’s features. If the background is more densely populated, detecting or tracking the object of interest can be more difficult.

Occlusion: This is a phenomenon where the object being tracked is affected by the background or foreground. This causes the tracking algorithm to get confused due to multiple objects coming close together, hence, losing track of the object.

Varying spatial scales: Varying spatial scales refer to the target object being of a different size or shape, which can confuse the algorithm, leading to errors.

Training and Tracking Speed: If the object is moving too fast or is too small, it can be difficult to track. Therefore, the tracking module has to be designed to track, identify, and localize objects in a matter of seconds.

Part 4. Stages Of The Object Tracking Process

After the introduction of object tracking technically, let’s learn about its mechanism of it from two sides: periods of the working process and the way it tracks.

1. Stages Of The Object Tracking Process

Following are the stages of the Object Tracking process:

Target Initialization

Target initialization is the first step in Object Tracking and involves defining the targets or objects of interest and drawing a bounding box around them in the initial frame. After that, the tracker has to detect the position of the object in the frame while drawing the bounding box.

Appearance Modeling

Appearance modeling is important for understanding how an object will look under different circumstances. If the object being tracked changes appearance due to different lighting, angle, or speed, the tracking algorithm may lose its information and the object itself. Therefore, it has to be conducted to let the algorithm detect the changes and distortion.

Motion Estimation

Motion estimation entails the capacity of the model to anticipate an object’s future position with precision.

Target Positioning

Motion estimation is a process of approximating the most likely region where an object could be present. After the object’s location is approximated, a visual model can be used to determine the target’s location more accurately.

2. Methods Of Object Tracking

Here’re some methods of Object Tracking:

OpenCV-Based Object Tracking

OpenCV Object Tracking method is widely used because it offers several built-in functions designed specifically for this purpose, such as GOTURN, MIL, MediandFlow, and CSRT. The tracker type you select will depend on your specific application design. Each tracker has its pros and cons, so there is not a single type of tracker ideal for all applications.

MDNet

Multi-Domain Convolutional Neural Network Tracker is a convolutional neural-based visual tracker and has won the VOT2015 challenge. Moreover, it is composed of domain-specific layers, branches, and multiple shared layers.

The MDNetT tracker is a deep neural network that is trained on numerous Object Tracking datasets. The tracker is designed to work in multiple domains, including video, text, and images.

DeepSort

DeepSort algorithm can track objects in real-time and uses YOLO v3 to compute the bounding boxes around the objects in a frame.

DeepSort uses Kalman filter from Simple Online and Realtime Tracking algorithm and an identification model, ReID to interlink bounding boxes and object tracks.

ROLO

ROLO is a novel Object Tracking method that uses recurrent neural networks (RNNs) to learn object-specific Spatio-temporal representations. This method works with YOLO, an object detection algorithm, and an LTSM for determining the trajectory of an object.

Part 5. The powerful backup: OpenCV

We have demonstrated how powerful OpenCV Tracking is and how it works. However, do you wonder what OpenCV is? How it supports the tracking goals being achieved? In this part, we will focus on OpenCV and help you better understand the the underlying mechanisms.

1. What Is OpenCV?

OpenCV is a powerful library that allows you to perform image processing, deep learning, machine learning, and computer vision tasks on live video feeds. Moreover, it can be used to detect objects, track their movements, and recognize faces.

It can help process the data that have videos and images and has been used in various applications, such as object recognition and detection, autonomous cars, robots, medical image analysis, automated surveillance, and anomaly detection.

2. The Pre-Built Algorithms OpenCV Offers For Object Tracking

There are 8 pre-built algorithms that OpenCV offers for Objects Tracking. All of them have their uniquility and here we will present their pros and cons for your better understadning.

Tracker	Pros	Cons
BOOSTING Tracker	Track objects accurately.	Relatively slow. Unable to stop when an object is lost.
MIL Tracker	Strong resistance to noise. Gives accurate results.	Low speed. Unable to stop tracking once the object is lost.
KCF Tracker	High speed and accuracy. Stops tracking when the object is lost.	Inability to continue tracking objects once lost.
TLD Tracker	Resistance to overlapping and object scaling.	Unstable in object detection and tracking. Constantly loses object.
MEDIANFLOW Tracker	High accuracy and speed. Accurate in determining the object’s loss.	Loses object quickly due to high speed.
GOTURN Tracker	Shows resistance to obstructions and noise.	If the speed of an object is high, it shifts to another object.
MOSSE Tracker	Able to continue tracking after the object is lost. High speed.	Loses object easily if very high speed.
CSRT Tracker	Good resistance to overlapping. High accuracy.	Low speed. Unstable when an object is lost.

3. Implementation In Python And OpenCV

Now, after theoretical explanation of OpenCV and OpenCV Tracking, let’s learn Object Tracking OpenCV Python with coding and our simple and step-by-step instructions:

Install The Dependencies

Install the pycharm app on your PC, and launch it. Create a new project and go to Terminal. Install the opencv-contrib-python package by pasting the following command into the Terminal.

Set Up the Trackers

Now, create a Jupyter-notebook and set up the trackers with this code:

Tasks:

• cv2. version returns the OpenCV library version number.
• Save the name of the eight trackers.
• Check the list for the version you are working on and create a tracker object based on the number.

Capture The Video Input

For capturing the video input, write the following lines of code:

Tasks:

• Use the VideoCapture class to capture a video via the webcam or get a saved one from your PC.
• In VideoCapture - line 2, give the path to your video.
• Comment on the second line to use the webcam for tracking and uncomment the third one.

Creating The Bounding Box And Initializing The Tracker

Define an initial random bounding box or select the choices for the object you want to track with the following code:

Start The Tracker And Check The Output

Finally, write the below code lines to start the tracker:

Tasks

• Read each video frame.
• Start the timer and, through the tracker, determine the trajectory of the object.
• Use the trajectory to draw the bounding box.
• The program will start tracking. Afterward, press the space bar to stop tracking.

Video – Object Tracking with Opencv and Python

Conclusion

In this article, we’ve discussed Object Tracking in detail and how it compares with Object Detection. Furthermore, we explored the methods used for tracking objects and provided complete guidance on the OpenCV Tracking method and its built-in functionalities.

Hopefully, you find this guide helpful, and you can now track objects in real-time without any issues.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

• Image Tracking
• Video Tracking
• What Are The Difficulties Of Object Tracking
• Stages Of The Object Tracking Process

1. Stages Of The Object Tracking Process
2. Methods Of Object Tracking

• The powerful backup: OpenCV

1. What Is OpenCV
2. The Pre-Built Algorithms OpenCV Offers For Object Tracking
3. Implementation In Python And OpenCV

Part 1. What Is Object Tracking?

Object Tracking determines the location of an object in a video and can be used for a variety of purposes, including surveillance, security, traffic control, digital forensics, anomaly detection, gesture recognition, visual surveillance, human-computer interaction, augmented reality, and robot vision.

Even though it may seem easy for an average person, object tracking is quite complex for computers because they have to analyze a set of frames and estimate the object’s trajectory based on numbers instead of images.

Because of how complicated it is, Object Tracking is considered one of the most difficult tasks in computer vision. Even though it’s a challenge, it’s not impossible to accomplish.

And there are two levels of Object Tracking that you should learn about:

1. SOT & MOT

1. Single Object Tracking (SOT): SOT is a tracking algorithm that creates advanced appearance models and/or motion models to manage difficult issues like out-of-plane rotations, illumination variations, or scale changes.
2. Multiple Object Tracking (MOT): MOT tracks every part of a video and is mainly concerned with mid-level tasks and serves as a foundation for high-level tasks.

2. The Difference Between Tracking And Detection

After knowing what Object Tracking is, there is another concept you should also be aware of - Object Detection.

The Object Tracking and Object Detection are two important methods in computer vision. Object Tracking tracks the position of a given object in an image in real-time, while Object Detection identifies and localizes objects in an image or video. That is the difference.

Part 2. Types Of Object Tracking

Image Tracking

Image tracking allows users to interact with digital content more naturally and helps users move and interact with digital objects in the same manner as they will with real-world physical objects.

Image tracking can be used in various augmented reality (AR) applications, such as AR gaming, shopping, and navigation. Moreover, you can also use it for educational purposes, such as teaching anatomy or providing instructions for a difficult task.

Video Tracking

Video tracking is the process of tracking objects in a video sequence and can be used for various applications, such as detecting and counting objects in a scene, understanding their motions, and recognizing activities.

Part 3. What Are The Difficulties Of Object Tracking?

As what has been mentioned above, the use of object tracking is versatile. However, there are some challenges associated with Object Tracking, such as:

Background Clutter: The background can impact extracting an object’s features. If the background is more densely populated, detecting or tracking the object of interest can be more difficult.

Occlusion: This is a phenomenon where the object being tracked is affected by the background or foreground. This causes the tracking algorithm to get confused due to multiple objects coming close together, hence, losing track of the object.

Varying spatial scales: Varying spatial scales refer to the target object being of a different size or shape, which can confuse the algorithm, leading to errors.

Training and Tracking Speed: If the object is moving too fast or is too small, it can be difficult to track. Therefore, the tracking module has to be designed to track, identify, and localize objects in a matter of seconds.

Part 4. Stages Of The Object Tracking Process

After the introduction of object tracking technically, let’s learn about its mechanism of it from two sides: periods of the working process and the way it tracks.

1. Stages Of The Object Tracking Process

Following are the stages of the Object Tracking process:

Target Initialization

Target initialization is the first step in Object Tracking and involves defining the targets or objects of interest and drawing a bounding box around them in the initial frame. After that, the tracker has to detect the position of the object in the frame while drawing the bounding box.

Appearance Modeling

Appearance modeling is important for understanding how an object will look under different circumstances. If the object being tracked changes appearance due to different lighting, angle, or speed, the tracking algorithm may lose its information and the object itself. Therefore, it has to be conducted to let the algorithm detect the changes and distortion.

Motion Estimation

Motion estimation entails the capacity of the model to anticipate an object’s future position with precision.

Target Positioning

Motion estimation is a process of approximating the most likely region where an object could be present. After the object’s location is approximated, a visual model can be used to determine the target’s location more accurately.

2. Methods Of Object Tracking

Here’re some methods of Object Tracking:

OpenCV-Based Object Tracking

OpenCV Object Tracking method is widely used because it offers several built-in functions designed specifically for this purpose, such as GOTURN, MIL, MediandFlow, and CSRT. The tracker type you select will depend on your specific application design. Each tracker has its pros and cons, so there is not a single type of tracker ideal for all applications.

MDNet

Multi-Domain Convolutional Neural Network Tracker is a convolutional neural-based visual tracker and has won the VOT2015 challenge. Moreover, it is composed of domain-specific layers, branches, and multiple shared layers.

The MDNetT tracker is a deep neural network that is trained on numerous Object Tracking datasets. The tracker is designed to work in multiple domains, including video, text, and images.

DeepSort

DeepSort algorithm can track objects in real-time and uses YOLO v3 to compute the bounding boxes around the objects in a frame.

DeepSort uses Kalman filter from Simple Online and Realtime Tracking algorithm and an identification model, ReID to interlink bounding boxes and object tracks.

ROLO

ROLO is a novel Object Tracking method that uses recurrent neural networks (RNNs) to learn object-specific Spatio-temporal representations. This method works with YOLO, an object detection algorithm, and an LTSM for determining the trajectory of an object.

Part 5. The powerful backup: OpenCV

We have demonstrated how powerful OpenCV Tracking is and how it works. However, do you wonder what OpenCV is? How it supports the tracking goals being achieved? In this part, we will focus on OpenCV and help you better understand the the underlying mechanisms.

1. What Is OpenCV?

OpenCV is a powerful library that allows you to perform image processing, deep learning, machine learning, and computer vision tasks on live video feeds. Moreover, it can be used to detect objects, track their movements, and recognize faces.

It can help process the data that have videos and images and has been used in various applications, such as object recognition and detection, autonomous cars, robots, medical image analysis, automated surveillance, and anomaly detection.

2. The Pre-Built Algorithms OpenCV Offers For Object Tracking

There are 8 pre-built algorithms that OpenCV offers for Objects Tracking. All of them have their uniquility and here we will present their pros and cons for your better understadning.

Tracker	Pros	Cons
BOOSTING Tracker	Track objects accurately.	Relatively slow. Unable to stop when an object is lost.
MIL Tracker	Strong resistance to noise. Gives accurate results.	Low speed. Unable to stop tracking once the object is lost.
KCF Tracker	High speed and accuracy. Stops tracking when the object is lost.	Inability to continue tracking objects once lost.
TLD Tracker	Resistance to overlapping and object scaling.	Unstable in object detection and tracking. Constantly loses object.
MEDIANFLOW Tracker	High accuracy and speed. Accurate in determining the object’s loss.	Loses object quickly due to high speed.
GOTURN Tracker	Shows resistance to obstructions and noise.	If the speed of an object is high, it shifts to another object.
MOSSE Tracker	Able to continue tracking after the object is lost. High speed.	Loses object easily if very high speed.
CSRT Tracker	Good resistance to overlapping. High accuracy.	Low speed. Unstable when an object is lost.

3. Implementation In Python And OpenCV

Now, after theoretical explanation of OpenCV and OpenCV Tracking, let’s learn Object Tracking OpenCV Python with coding and our simple and step-by-step instructions:

Install The Dependencies

Install the pycharm app on your PC, and launch it. Create a new project and go to Terminal. Install the opencv-contrib-python package by pasting the following command into the Terminal.

Set Up the Trackers

Now, create a Jupyter-notebook and set up the trackers with this code:

Tasks:

• cv2. version returns the OpenCV library version number.
• Save the name of the eight trackers.
• Check the list for the version you are working on and create a tracker object based on the number.

Capture The Video Input

For capturing the video input, write the following lines of code:

Tasks:

• Use the VideoCapture class to capture a video via the webcam or get a saved one from your PC.
• In VideoCapture - line 2, give the path to your video.
• Comment on the second line to use the webcam for tracking and uncomment the third one.

Creating The Bounding Box And Initializing The Tracker

Define an initial random bounding box or select the choices for the object you want to track with the following code:

Start The Tracker And Check The Output

Finally, write the below code lines to start the tracker:

Tasks

• Read each video frame.
• Start the timer and, through the tracker, determine the trajectory of the object.
• Use the trajectory to draw the bounding box.
• The program will start tracking. Afterward, press the space bar to stop tracking.

Video – Object Tracking with Opencv and Python

Conclusion

In this article, we’ve discussed Object Tracking in detail and how it compares with Object Detection. Furthermore, we explored the methods used for tracking objects and provided complete guidance on the OpenCV Tracking method and its built-in functionalities.

Hopefully, you find this guide helpful, and you can now track objects in real-time without any issues.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Steps to Create Gold Text Effects After Effects

Have you always wanted to create the gold text effect in After effects but you don’t know how? This polished effect can make your video’s title stand out and is one of the best ways to create a stunning title for YouTube and Instagram clips. In this article, we will be looking at how to create the gold text using After Effects.

Steps to Create Gold Text Effects After Effects

Follow these steps to create a gold text effect in your After Effects video project;

Step1Start by creating an environment. To do that just right-click and choose “New Comp” and click “OK” to create one.

Step2Then we need to add fractal noise. To do that, click on “Effects and Presets” and type in “fractal” to choose “Fractal Noise.” You can double-click on it or drag it to the comp.

Step3Once this is done, you will need to do a little bit of housekeeping on the contrast and brightness. Increase the “Contrast” and reduce the “Brightness.”

Then go to the “Sub Settings” and reduce the “Sub Influence” down to zero.

Go to “Transform Option” and decrease the scale just a little bit. Then increase the “Scale Height” just a little.

Step4The next step is to add color to the scene. To do that, right-click on the layer and choose “New > Solid.” Select the gold color and click “OK.” Do the same with the second layer.

Step5Now you want to blend both colors by choosing a blending mode. Hold the “Shift” key and “hyphen” or “=” sign on the keyboard and choose “Overlay.”

Step6To make the color stronger, go to “Layer > Solid Settings” and choose a color.

Step7Go back to “Comp 3.” Right-click on it and select “New > Light” to add a new point of light.

Step8Go back to the project panel to click on “Comp 4” to add the environment. Right-click on the Comp 4 layer and make it an environment layer.

Step9In the options that appear, set “Appears in Reflections” to “Only” and you can then increase and decrease the color saturation until you have the desired result.

Free Gold Text Effects Template to Use

As you can see from the steps above, creating your gold text effects can be quite difficult. The good news is that you can download pre-made titles that you can simply edit. The following are some of the best to choose from;

1. Christmas Title Template

Link: https://mixkit.co/free-after-effects-templates/christmas-title-template-819/

Despite the name, this is an ideal title for elegant projects or when you want your title to stand out. The typography is beautiful and elegant making it the most ideal template for fashion-themed videos. The template is easily customizable in After Effects and you can even change the color you want.

1. Fashion Instagram Story

Link: https://mixkit.co/free-after-effects-templates/fashion-instagram-story-551/

This is the most ideal template to choose if you want a gold text effect that is accompanied by an image. Again, this is a very elegant theme that is ideal for YouTube and Instagram videos in the fashion and entertainment genres. It is also fully customizable in After Effects, allowing you to change the color, text, and image.

1. Wedding Invitation Opener

Link: https://mixkit.co/free-after-effects-templates/wedding-invitation-opener-803/

This free gold text template is also completely customizable and comes with various text effects that you can include in the text. It is elegant and includes shadow effects that make the text stands out more. But you can remove the shadow effects if they don’t suit your project.

1. Golden Luxury Titles

Link: https://motionarray.com/after-effects-templates/golden-luxury-titles-116934/

If you are looking for a gold text title that stands out in terms of design, animation, and color, consider Golden Luxury Titles. It comes with 9 editable layers that you can use to modify the title in any way. It is the most ideal title for movies, teasers, TV shows, and more.

1. Emotional Awards Opener

Link: https://motionarray.com/after-effects-templates/emotional-awards-opener-356434/

This is a sparkling and glistering stylish design that can be very useful for movies and TV shows. This attention-grabbing title template has over 18 editable text layers to allow you to customize the title in various ways.

Alternative Way to Create Video Gold

Adobe After Effects is a very good video editor, but one of the things that can make it inaccessible to many users is that it can be very difficult to use. Thankfully, there is another very effective video editor that you can use to create gold text that is much easier to use.

This is the Wondershare Filmora , one of the best video editors in the market. Before we look at how you can use Filmora to create the perfect gold metal texture on your text, let’s first look at some of its main features;

• You can use Filmora to edit videos at a very high resolution including 4K videos
• It can be used to remove the background and noise from the video very easily
• You can edit both video and audio in the same project
• Up to 5 text tracks and 10 music tracks can be added to the same timeline and the same project
• It is very easy to use with a simple and intuitive user interface

Here’s how to use Filmora to create a gold metal texture for your text;

Step1Install Wondershare Filmora on your Computer

Download the Filmora setup file to your computer and double-click on it to start installing the program to your computer.

Open the program once the installation is complete.

Step2Create a New Project

If you are starting from the beginning, you may need to create a new project.

To do that, click on “File > New Project” in the menu bar to start a new project.

If there was a project that you were already working on, click on “Open Project” on the main window and then click “File > Open Project” or “File > Open Recent” in the menu bar.

Step3Add A Title to the Timeline

To add a gold texture effect to a title on your video, we will first of all need to add a title to the project.

To do that, go click on the “Titles” tab at the top and drag one of the default titles to the timeline.

Once it is in the timeline, double-click on the title and edit it. Type in anything you want to appear in the title.

Select the font that you want to use and choose a specific font size to use. These are all your preferences and will depend on your project.

Move the title to the second track in the timeline as you get ready to begin adding the colors.

Step4Start Adding Colors

Go to “Media” at the top and click on “Sample Colors.” Drag the black color image to the track directly below the title timeline.

Then take a snapshot of this newly created image by clicking on the “camera” icon next to the playhead.

Change the Font of the Title to something else more elegant like “Montez” and take another snapshot by clicking on the same camera icon.

Step5Add the Gold Effect

Delete everything from the timeline. Don’t worry you took a photo of all the text layers and the effects added to each.

You will then need to find an image of a gold background. You can find these on any good background image site. Download a good clear image and upload it into Filmora.

Now drag and drop the gold background image to the second track in the timeline. Double click on the background image.

Select “Compositing” and then in the “Blending Mode” drop-down menu, choose “Darken.” Click OK.”

Hide the first layer in the timeline and select the gold background image layer. Click on “Animation” and then select “Customize.”

To create the customized effect that we need, click on the image and drag it from the right to the left side.

Move the playhead to the end of the image to insert another keyframe and then click on the restore icon to restore the size of the image.

Click “OK” and show the track above the timeline. You will now see that the gold texture effect has been applied to your title. You can also add the second snapshot with the varying font for further effect.

Step6Save the Project

Once you are done, you can go ahead and save the project or continue working on other aspects of the video as desired.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Easy Guide to Apply Slow Zoom Effects to Videos

A raw video without any effect will fall flat on its face when it comes to engagement and watch time. Nobody likes watching videos without effects as there is no entertainment value, and the video is not soothing and pleasing to the eyes. That is why effects in videos are extremely important especially when it is a video you are posting on social media to get everyone’s attention. You should definitely consider adding slow zoom effect in your video to make it stand out.

The slow zoom effect is one of the most common but widely loved video effects that work for any video. Human eyes love when there is slow motion effect of panning and zooming into the central or specific portion of a video. The slow zoom in effect is extremely popular among TikTok videos. We will illustrate how to apply slow zoom effect to your video on your smartphone as well as on your computer.

Part 1. How to create slow zoom-in effect in Filmora

If you want to add slow zoom to any recorded video on your computer, you will need a dedicated video editor. There are many popular video editors available where slow zoom effect is not available. We recommend Wondershare Filmora which is a professional video editor that is available for Windows and Mac users. You will need to combine slow motion and keyframe to achieve the desired slow zoom effect. Here are the steps on how to create slow zoom in effect for your videos.

Free Download For Win 7 or later(64-bit)

Free Download For macOS 10.14 or later

Step1 Download and install Wondershare Filmora . Launch the application and click on New Project option from the welcome screen.

Step2 Drag and drop your video in Project Media folder. Thereafter, drag and drop the video into the Timeline.

Step3 Put the red header on the beginning part of the clip that you want to cut off and click on Cut(Scissor) icon. Then put the red header on the end part of the clip and click on Cut icon again. You should now have the separated clip for applying slow zoom effect.

Step4 Select the separated clip and click on Speed icon. Go to Slow option and select the speed according to the slowness of zooming you want.

Step5 Now you have to add multiple keyframes so that the slow zoom effect is smooth and soothing. Right-click on the clip, go to Animation and click on Add Animation. Go to Animation tab and then to Customization section.

Move the red header to the point where you want a keyframe and click on Add option. Similarly, move the red header slightly farther and add another keyframe. Keep adding like that till you reach the end point.

Step6 Double-click on the clip and go to Video> Basic> Transform. Select keyframes and slowly increase the scale slider for each keyframe to apply the zoom effect. Therefore, for every keyframe, zooming will increase gradually and you have already applied slow speed for complete slow zoom effect.

Part 2. How to do the slow zoom in effect on TikTok?

TikTok is one of the most popular short-video sharing platforms among teenagers and young adults. The slow zoom effect has been popularized by TikTokers as they use the effect quite regularly. Naturally, adding slow zoom in effect on your video on TikTok is the easiest. Here are the steps to follow one by one.

Step1 Launch TikTok app and you can shoot your video directly from TikTok. If you have already recorded the video, tap on “+” icon located at the bottom of the app screen and select the video.

Step2 After adding the video, go to Effects> Time. Under Time section, tap on “Slo-Mo” option to add slow-motion effect on your video.

Step3 Go to Visuals and you will find Zoom option. Place the header on the part of the video where you want to place the slow zoom effect. Thereafter, tap and hold Zoom effect so that the effect applies on the video clip. Release the effect where the desired section is covered.

Step4 Tap on Save option and play the video to see slow zoom effect. Tap on Next button and you can share the video on social media platforms as well.

There is another way you can apply slow zoom effect on TikTok. Here are the steps to find and apply slow zoom effect.

Step1 Launch TikTok app and tap on Discover option located at the bottom.

Step2 On the next screen, type “Slow Zoom” on the search bar and tap on Search option.

Step3 Now you will see the videos where different TikTok users have already applied slow zoom effect. Tap on Effects Slow Motion to apply the same effect to your video.

Step4 On the next screen, tap on Try This Effect button. You can select the duration of the zooming of the video you are about to shoot as well the zooming magnification.

Step5 Finally, tap on Record button to capture your video and apply slow zoom effect on the video automatically.

Conclusion

The slow zoom effect is one of the most viral and trending video effects on social media platforms. If you want to add slow zoom effect to your video for a certain portion, you can do the same from your smartphone as well as computer. For Windows and Mac users, we recommend you use Wondershare Filmora .

Free Download For macOS 10.14 or later

Step1 Download and install Wondershare Filmora . Launch the application and click on New Project option from the welcome screen.

Step2 Drag and drop your video in Project Media folder. Thereafter, drag and drop the video into the Timeline.

Step3 Put the red header on the beginning part of the clip that you want to cut off and click on Cut(Scissor) icon. Then put the red header on the end part of the clip and click on Cut icon again. You should now have the separated clip for applying slow zoom effect.

Step4 Select the separated clip and click on Speed icon. Go to Slow option and select the speed according to the slowness of zooming you want.

Step5 Now you have to add multiple keyframes so that the slow zoom effect is smooth and soothing. Right-click on the clip, go to Animation and click on Add Animation. Go to Animation tab and then to Customization section.

Move the red header to the point where you want a keyframe and click on Add option. Similarly, move the red header slightly farther and add another keyframe. Keep adding like that till you reach the end point.

Step6 Double-click on the clip and go to Video> Basic> Transform. Select keyframes and slowly increase the scale slider for each keyframe to apply the zoom effect. Therefore, for every keyframe, zooming will increase gradually and you have already applied slow speed for complete slow zoom effect.

Part 2. How to do the slow zoom in effect on TikTok?

TikTok is one of the most popular short-video sharing platforms among teenagers and young adults. The slow zoom effect has been popularized by TikTokers as they use the effect quite regularly. Naturally, adding slow zoom in effect on your video on TikTok is the easiest. Here are the steps to follow one by one.

Step1 Launch TikTok app and you can shoot your video directly from TikTok. If you have already recorded the video, tap on “+” icon located at the bottom of the app screen and select the video.

Step2 After adding the video, go to Effects> Time. Under Time section, tap on “Slo-Mo” option to add slow-motion effect on your video.

Step3 Go to Visuals and you will find Zoom option. Place the header on the part of the video where you want to place the slow zoom effect. Thereafter, tap and hold Zoom effect so that the effect applies on the video clip. Release the effect where the desired section is covered.

Step4 Tap on Save option and play the video to see slow zoom effect. Tap on Next button and you can share the video on social media platforms as well.

There is another way you can apply slow zoom effect on TikTok. Here are the steps to find and apply slow zoom effect.

Step1 Launch TikTok app and tap on Discover option located at the bottom.

Step2 On the next screen, type “Slow Zoom” on the search bar and tap on Search option.

Step3 Now you will see the videos where different TikTok users have already applied slow zoom effect. Tap on Effects Slow Motion to apply the same effect to your video.

Step4 On the next screen, tap on Try This Effect button. You can select the duration of the zooming of the video you are about to shoot as well the zooming magnification.

Step5 Finally, tap on Record button to capture your video and apply slow zoom effect on the video automatically.

Conclusion

The slow zoom effect is one of the most viral and trending video effects on social media platforms. If you want to add slow zoom effect to your video for a certain portion, you can do the same from your smartphone as well as computer. For Windows and Mac users, we recommend you use Wondershare Filmora .

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