Stars
SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM …
Pytorch implementation of set transformer
An instance segmentation challenge on Basketball images, with a particular focus on occlusion resolution. An opportunity to publish at MMSports @ ACMMM and to win $1000.
YOLOv7 Pose estimation using OpenCV, PyTorch
YOLOv7 segmentation pytorch implementation guide
Collection of test files, probes, hacks and ideas
A curated list of awesome data labeling tools
Automatic number plate recognition using tech: Yolo, OCR, Scene text detection, scene text recognation, flask, torch
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
A Generative Adversarial Networks (GANs) Specialization made by deeplearning.ai on Coursera
Collection of public available person re-identification datasets
Awesome Person Re-identification
Learn OpenCV : C++ and Python Examples
Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage
TensorFlow code for finetuning I3D model on UCF101.
Denseflow_GPU modified for opencv4 and with simplified operation
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
3D ResNets for Action Recognition (CVPR 2018)
[CVPR 2020] Temporal Pyramid Network for Action Recognition
Development Kit for the SoccerNet Challenge
Awesome free machine learning and AI courses with video lectures.
My notes / works on deep learning from Coursera
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Friends of Tracking: Tutorial on valuing actions in football.
SkillCorner Open Data with 9 matches of broadcast tracking data.