Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
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Updated
Jun 11, 2024 - Python
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
This repository helps to track the exercise movements of sports player using poseestimation. Using this mediapipe poseestimation, we can also calculate score and angle calculation w.r.t. video or live streaming. I've implemented the same for physiotherapy exercises and yoga.
Cybervision can generate a 3D model from two photos of an object
Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.
PyTorch-based toolkit for landmark detection
Fish-Phenotype-Detect
Predictions of the four corners of documents.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
computer vision and sports
Vision-based GNSS-Free Localization for UAVs in the Wild
SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023
2D keypoint detection with Pytorch Lightning and wandb
This project utilizes various computer vision techniques to track two tennis players, a court's key-points, and a tennis ball. It also measures the players' ball shot speed, movement speed and number of shots that they have taken.
50356-Images-Human-Body-Segmentation-and-18-Landmarks-Data
25581-Images-88-Facial-Landmarks-Annotation-Data
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.
ml experiments
Unofficial simplified implementation of Painter (2023 CVPR)
Microsoft COCO: Common Objects in Context for huggingface datasets
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