mradovic38 / football_analysis
A comprehensive tool for processing and analyzing video footage, producing detailed insights into gameplay and player performance enhancing game understanding and performance evaluation.
☆75Updated last month
Related projects ⓘ
Alternatives and complementary repositories for football_analysis
- ☆62Updated last month
- [CVPRW'24] SoccerNet Game State Reconstruction: End-to-End Athlete Tracking and Identification on a Minimap (CVPR24 - CVSports workshop)☆235Updated this week
- A modular end-to-end tracking framework for research and development☆94Updated last month
- Eye exploration☆22Updated last month
- Official implementation of paper - No Bells, Just Whistles: Sports Field Registration by Leveraging Geometric Properties☆29Updated 2 weeks ago
- ☆60Updated last year
- Testing and evaluating the capabilities of Vision-Language models (PaliGemma) in performing computer vision tasks such as object detectio…☆77Updated 5 months ago
- ☆27Updated 10 months ago
- Use Segment Anything 2, grounded with Florence-2, to auto-label data for use in training vision models.☆90Updated 3 months ago
- Use Florence 2 to auto-label data for use in training fine-tuned object detection models.☆59Updated 2 months ago
- VLM driven tool that processes surveillance videos, extracts frames, and generates insightful annotations using a fine-tuned Florence-2 V…☆90Updated last month
- ☆172Updated 11 months ago
- Demo on how to compute soccer ball possession automatically using AI.☆194Updated 10 months ago
- ☆160Updated 3 months ago
- Everything you need to know about Transformers! 🤖☆127Updated last year
- Accurately locating each head's position in the crowd scenes is a crucial task in the field of crowd analysis. However, traditional densi…☆20Updated 7 months ago
- Cool experiments at the intersection of Computer Vision and Sports ⚽🏃☆484Updated 11 months ago
- Vehicle speed estimation using YOLOv8☆30Updated 7 months ago
- PyTorch Implementation of "ASTRA: An Action Spotting TRAnsformer for Soccer Videos", ACM MMSports 2023. | 3rd place solution for SoccerNe…☆35Updated 5 months ago
- SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023☆31Updated last month
- Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!☆148Updated last year
- Wave height prediction for the Huntington beach in California, USA.☆47Updated 9 months ago
- Use Grounding DINO, Segment Anything, and GPT-4V to label images with segmentation masks for use in training smaller, fine-tuned models.☆65Updated 11 months ago
- Our idea is to combine the power of computer vision model and LLMs. We use YOLO, CLIP and DINOv2 to extract high-level features from imag…☆99Updated last year
- Which model is the best at object detection? Which is best for small or large objects? We compare the results in a handy leaderboard.☆47Updated this week
- Dataset and Code for the paper "AutoSoccerPose: Automated 3D posture Analysis of Soccer Shot Movements"☆29Updated 4 months ago
- Machine learning and computer vision to detect and analyze basketball shots in real-time (2023)☆137Updated last year
- 100 days challenge of reading and implementing computer vision concepts using popular python libraries like OpenCV and Keras.☆18Updated 5 months ago
- AI-powered padel analytics☆107Updated 3 weeks ago
- A short script showing how to build simple real-time video analytics apps using YOLOv8 and Supervision. Try it out, and most importantly …☆80Updated last year