Luca Zanella's repositories
anonygan
Official PyTorch implementation of the paper "Graph-based Generative Face Anonymisation with Pose Preservation" in ICIAP 2021
FairMOT
[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
gortsplib
RTSP 1.0 client and server library for the Go programming language
GSDT
Official PyTorch implementation of "Joint Object Detection and Multi-Object Tracking with Graph Neural Networks"
Human-Path-Prediction
State-of-the-art methods for human trajectory forecasting. Contains code for papers published at ECCV 2020 and ICCV 2021.
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
iou-tracker
Python implementation of the IOU Tracker
MIST_VAD
Official codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"
MNAD
An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
MPN
Official codes of CVPR21 paper: Learning Normal Dynamics in Videos with Meta Prototype Network
opencv_contrib
Repository for OpenCV's extra modules
PlayableEnvironments
Official PyTorch implementation of "Playable Environments: Video Manipulation in Space and Time", CVPR 2022
rtsp-simple-server
ready-to-use RTSP / RTMP / HLS server and proxy that allows to read, publish and proxy video and audio streams
tracking_wo_bnw
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
vedadet
A single stage object detection toolbox based on PyTorch
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
Yolov5_DeepSort_Pytorch
Real-time multi-person tracker using YOLO v5 and deep sort
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/