Description:
This video describes how to use a Python notebook we have shared for Human Action Recognition on Google Colab. Human action recognition involves analyzing the video footage to predict or classify various actions performed by the person in that video. It is widely applied in diverse fields like surveillance, sports, fitness, and defense. Let’s say you want to build an application for teaching Yoga online. It should offer a list of pre-recorded yoga session videos for users to watch. After watching a video on the app, users can upload videos of their personal practice sessions. The app then evaluates their performance and gives feedback on how well the user has performed the various yoga asanas (or poses). Wouldn’t it be great to use action recognition to automate the evaluation of the video? Well, there’s more you can do with it. ❓FAQ What is human action recognition? How does human activity recognition work? Why is human activity recognition important? Which method is best for human activity recognition? 📚 Blog post Link: https://learnopencv.com//human-action-recognition-using-detectron2-and-lstm/ 📚 Link to jupyter notebook https://raw.githubusercontent.com/spmallick/learnopencv/master/Human-Action-Recognition-Using-Detectron2-And-Lstm/human_action_classification.ipynb 🖥️ On our blog - https://learnopencv.com we also share tutorials and code on topics like Image Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow. 🤖 Learn from the experts on AI: Computer Vision and AI Courses YOU have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students that have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level. https://opencv.org/courses #️⃣ Social Media #️⃣ 📝 Linkedin: https://www.linkedin.com/in/satyamall... 📱 Twitter: https://twitter.com/LearnOpenCV 🔊 Facebook: https://www.facebook.com/unsupportedbrowser 📸 Instagram: https://www.facebook.com/unsupportedbrowser 🔗 Reddit: https://www.reddit.com/user/spmallick 🔖Hashtags🔖
Preparing download options
http://unidownloader.com/ website is the best way to download a video or a separate audio track if you want to do without installing programs and extensions.
The UDL Helper extension is a convenient button that is seamlessly integrated into YouTube, Instagram and OK.ru sites for fast content download.
UDL Client program (for Windows) is the most powerful solution that supports more than 900 websites, social networks and video hosting sites, as well as any video quality that is available in the source.
UDL Lite is a really convenient way to access a website from your mobile device. With its help, you can easily download videos directly to your smartphone.
The best quality formats are FullHD (1080p), 2K (1440p), 4K (2160p) and 8K (4320p). The higher the resolution of your screen, the higher the video quality should be. However, there are other factors to consider: download speed, amount of free space, and device performance during playback.
The browser/computer should not freeze completely! If this happens, please report it with a link to the video. Sometimes videos cannot be downloaded directly in a suitable format, so we have added the ability to convert the file to the desired format. In some cases, this process may actively use computer resources.
You can download a video to your smartphone using the website or the PWA application UDL Lite. It is also possible to send a download link via QR code using the UDL Helper extension.
The most convenient way is to use the UDL Client program, which supports converting video to MP3 format. In some cases, MP3 can also be downloaded through the UDL Helper extension.
This feature is available in the UDL Helper extension. Make sure that "Show the video snapshot button" is checked in the settings. A camera icon should appear in the lower right corner of the player to the left of the "Settings" icon. When you click on it, the current frame from the video will be saved to your computer in JPEG format.
It costs nothing. Our services are absolutely free for all users. There are no PRO subscriptions, no restrictions on the number or maximum length of downloaded videos.