chenghanc's repositories
Facial-Expression-Recognition.Pytorch
A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.168% (state-of-the-art) in FER2013 and 94.848% in CK+ dataset
AI-Pothole-Detection-Using-YOLO
YOLO: Real-Time Object Detection
alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
cosine_metric_learning
Deep Cosine Metric Learning for Person Re-identification
crop-images
Cropping images using trained darknet model
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
github-custom-tab-size
Chrome extension - Set custom tab size for code view on GitHub.com
mAP_eval
Mean Average Precision
multilabel-voc-annotation-conversion
Perform single BBox multilabel conversion. The code is based on VisDrone-dataset-python-toolkit.
object-detection-anchors
Tips on how to find suitable object detection anchors
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
OIDv4_ToolKit
Download and visualize single or multiple classes from the huge Open Images v4 dataset
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
preprocess
Download specific class images and annotations from COCO dataset and convert to YOLO format. Perform training/fine-tuning on MS COCO dataset using Darknet
VisDrone-dataset-python-toolkit
This repository provides a basic Pythonic toolkit for the VisDrone-Dataset (2018).
Yolo2Pascal-annotation-conversion
Convert Yolo Darket to Pascal VOC annotation format and vice versa.
Yolo_mark
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
yolov4-deepsort-helmet-detection
helmet(hard hat) detection with yolov4
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov8_tracking
Real-time multi-object tracking and segmentation using YOLOv8 with DeepOCSORT and OSNet
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/