🚀 Added
🎥 New Video Processing Cookbook! 💪
We’re excited to introduce a new cookbook showcasing a custom video-processing use case: Creating a Video-Based Fitness Trainer! 🚀 This is not only really nice example on how to use Roboflow tools, but also a great Open Source community contribution from @Matvezy 🥹. Just take look at the notebook.
gpt_coach_demo.mp4
🎯 Purpose
This cookbook demonstrates how inference enhances foundational models like GPT-4o by adding powerful vision capabilities for accurate, data-driven insights. Perfect for exploring fitness applications or custom video processing workflows.
🔍 What’s inside?
- 🏃 Body Keypoint Tracking: Use
inferenceto detect and track body keypoints in real time. - 📐 Joint Angle Calculation: Automatically compute and annotate joint angles on video frames.
- 🤖 AI-Powered Fitness Advice: Integrates GPT to analyze movements and provide personalized fitness tips based on video data.
- 🛠️ Built with supervision: for efficient annotation and processing.
✨ New Workflows Block for Model Monitoring! 📊
We’re thrilled to announce a new block that takes inference data reporting to the next level by integrating seamlessly with Roboflow Model Monitoring - all thanks to @robiscoding 🚀
Take look at 📖 documentation to learn more.
🏋️ Why to use?
- 🏭 Monitor your model processing video
- ⏱️ Track and validate model performance effortlessly over time
- 🔧 Gain understanding on how to improve your models over time
🔧 Fixed
- Change the platform tests assertions to compensate for PR #798 by @PawelPeczek-Roboflow in #816
- Set hosted to True when running on dedicated deployment by @grzegorz-roboflow in #817
- Fix issue with Workflows blocks for Roboflow models v2 not using base64 by @PawelPeczek-Roboflow in #823
- Bug which turned out not to be bug by @PawelPeczek-Roboflow in #824
- Fix bug with primitive types parsing in Worklfows by @PawelPeczek-Roboflow in #825
- Bump cross-spawn from 7.0.3 to 7.0.6 in /inference/landing in the npm_and_yarn group by @dependabot in #828
🏗️ Changed
- Handle internal roboflow service name env by @grzegorz-roboflow in #826
- Always include internal envs if set by @grzegorz-roboflow in #827
- Add support for preloading models by @alexnorell in #822
- Make TURN server config optional by @grzegorz-roboflow in #829
🏅 New Contributors
Full Changelog: v0.27.0...v0.28.0
