Xiaoteng Zhang's repositories
pytorch-cv
This is PyTorch version of gluon-cv. (including classification, segmentation, detection, etc...)
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression & Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
BEVDet
Official code base of the BEVDet series .
Cam2BEV
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
deep_sort_pytorch
MOT tracking using deepsort yolo3 with pytorch
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
HyperLPR
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
mmdet
Open MMLab Detection Toolbox
MobilePose-pytorch
Light-weight Single Person Pose Estimator
openpilot
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.
PaddleDetection
Object detection and instance segmentation toolkit based on PaddlePaddle.
pytorch-slimming
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
PyTorch_YOLOv3
Implementation of YOLOv3 in PyTorch
PyVideoResearch
A repositsory of common methods, datasets, and tasks for video research
second.pytorch
SECOND for KITTI object detection
SRN
Selective Refinement Network for High Performance Face Detection, AAAI, 2019
StreamYOLO
Real-time Object Detection for Streaming Perception, CVPR 2022
Stronger-yolo-pytorch
Pytorch implementation of Stronger-Yolo with channel pruning(darknet,mobilev2...)
temporal-shift-module
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.
torchcv
A PyTorch-Based Framework for Deep Learning in Computer Vision
Vehicle-Car-detection-and-multilabel-classification
使用YOLO_v3_tiny和B-CNN实现街头车辆的检测和车辆属性的多标签识别 Using yolo_v3_tiny to do vehicle or car detection and attribute's multilabel classification or recognize
YOLOv3-model-pruning
对YOLOv3做模型剪枝