Dreamgang's repositories
CVprojects
computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）
simple-onnx-processing-tools
A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.
ncnn-webassembly-yolov5
Deploy YOLOv5 in your web browser with ncnn and webassembly
hagrid
HAnd Gesture Recognition Image Dataset
flexible-yolov5
More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt
yolov5_prune
yolov5 prune，Support V2, V3, V4 and V6 versions of yolov5
3DDFA_V2
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
R-CenterNet
detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测
PytorchToCaffe
Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
nniefacelib
nniefacelib是一个在海思35xx系列芯片上运行的人脸算法库
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
CaptainBlackboard
船长关于机器学习、计算机视觉和工程技术的总结和分享
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
brevitas
Training-aware quantization in Pytorch
Face-Detector-1MB-with-landmark
1M人脸检测模型(含关键点)
onnx-simplifier
Simplify your onnx model
simple-int8-pytorch-implement
int8 calibration implement and inference (help you understand int8 Q)
chainercv
ChainerCV: a Library for Deep Learning in Computer Vision
hackaway
books, projects and memos
Tensorflow-Cookbook
Simple Tensorflow Cookbook for easy-to-use
ASRT_SpeechRecognition
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
daily-paper-computer-vision
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
mlhub123
机器学习&深度学习网站资源汇总（Machine Learning Resources）
facedet
实现常用基于深度学习的人脸检测算法
ICNet-tensorflow
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
tensorflow-speech-recognition
🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks