I will build a sports analytics and ai tracking system using yolo and pose estimation
AI Engineer AI Agents, Chatbots n8n Automation for Business
About this Gig
Need to track players, analyze movement, or build a sports video analysis system on real footage?
I'm a computer vision engineer specializing in sports analytics, object detection, and athlete performance analysis. I build real CV pipelines player tracking, ball detection, pose estimation, shot classification, and performance metrics from your video.
I've delivered CV systems for padel match analysis, tennis shot classification, and action recognition working pipelines for real clients, not demos.
WHAT I BUILD:
- Player & ball tracking (YOLOv8 + DeepSORT/ByteTrack)
- Pose estimation & movement analysis (YOLOv8-Pose, MediaPipe)
- Action recognition & shot classification
- Performance metrics: speed, positioning
- Multi-player tracking for team sports
- Real-time or batch video processing
- Python script, FastAPI, or web app delivery
Sports: Football, Tennis, Padel, Fitness, Athletic movement.
WHY ME:
- Real sports CV portfolio padel, tennis, action recognition
- Full pipeline: video to metrics to deployable output
- Clean documented code not just model weights
- Plain-language explanations, no jargon
Message me before ordering with your sport, sample clip, and what outputs you need.
Other Data Science & ML Services I Offer
FAQ
What sports and video types do you work with?
Tennis, padel, Football, basketball, fitness/workout, and general athletic movement. I work with pre-recorded video files (MP4, AVI, MOV) and can also set up real-time webcam or RTSP stream pipelines.
Do I need to provide labeled data or a dataset?
Not always. For standard sports tracking (players, ball, poses), I use pretrained YOLO and pose models. If your sport or scenario needs custom training, I'll let you know upfront and we can discuss dataset options.
What do I actually receive as a deliverable?
Depending on your package: an output video with tracking/pose overlays, a Python script or API you can run yourself, performance metrics (CSV or dashboard), and documentation. I don't just send model weights you get something usable.
Can you build this into a web or mobile app?
Yes the Premium package includes API or web app integration. For mobile, message me with your platform (Flutter, React Native) and I'll confirm scope.
I have a very specific sport or use case can you handle custom requests?
Absolutely. Most of my orders are custom. Message me with your use case, sample video if you have it, and what outputs you need — I'll give you an honest answer before you order.

