MichlF / sports_object_detectionLinks
Object detection and tracking in sports videos
☆18Updated 2 years ago
Alternatives and similar repositories for sports_object_detection
Users that are interested in sports_object_detection are comparing it to the libraries listed below
Sorting:
- This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetune…☆52Updated 11 months ago
- Heatmap based high speed tiny sport objects tracking based on TrackNet☆51Updated 5 years ago
- Unofficial PyTorch implementation of TrackNet☆150Updated last year
- Deep learning network for detecting tennis court☆201Updated last year
- Python Implementation of paper "Robust Camera Calibration for Sport Videos using Court Models"☆11Updated last year
- TRACE is a tool that takes a single tennis match video feed and automatically extracts player, court, and ball information. The collected…☆119Updated 2 years ago
- ☆111Updated 3 years ago
- Pytorch implementation of TrackNet☆31Updated 2 years ago
- Tennis analysis using deep learning and machine learning☆165Updated last year
- ☆31Updated 2 years ago
- Implementation of paper - TrackNetV3: Enhancing ShuttleCock Tracking with Augmentations and Trajectory Rectification☆127Updated 5 months ago
- TrackNetV3 : Beyond TrackNetV2 ,and "First" TrackNet using Attention☆110Updated 3 months ago
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆62Updated 2 years ago
- ☆83Updated 4 years ago
- This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of…☆49Updated 2 years ago
- ☆198Updated 3 months ago
- How to Detect Football Players and Ball in Real-Time using YOLOv8: A Computer Tutorial☆50Updated 2 years ago
- Object detection, tracking, and counting with YOLOv9 and Supervision.☆20Updated last year
- This is a project of Camera-Based Table Tennis Posture Analysis.☆43Updated 3 years ago
- Pose estimation demo for exercise counting with YOLOv8☆79Updated last year
- ☆83Updated 2 years ago
- SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking☆65Updated 2 years ago
- Deep Learning model to track a pickleball's location in a video of a match☆14Updated last year
- A Modular End-to-End Tracking Framework for Research and Development 🎯🔬☆189Updated last month
- This repository contains code for object detection and tracking in videos using the YOLOv9 object detection model and the DeepSORT algori…☆79Updated last year
- YOLOv8-pose implementation using PyTorch☆112Updated last year
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆52Updated last month
- Real-time multi-camera multi-object tracker using YOLO varients☆367Updated 9 months ago
- Detection of tennis players poses, rackets and balls on images and videos☆12Updated 3 years ago
- Repository containing all necessary codes to get started on the SoccerNet Tracking challenge. This repository also contains benchmark met…☆87Updated 2 years ago