zhoudaxia's repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
dl_inference
通用深度学习推理服务，可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。
Huawei_DIGIX_ImageRetri_Top2
2020 DIGIX GLOBAL AI CHALLENGE - Digital Device Image Retrieval - Top2 WEARE队
insightface
Face Analysis Project on PyTorch and MXNet
libfacedetection.train
The training program for libfacedetection for face detection and 5-landmark detection.
Lip_Reading_Competition
2019年“创青春.交子杯”新网银行高校金融科技挑战赛-AI算法赛道比赛_代码分享
mobile-yolov5-pruning-distillation
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
onnx_runtime_cpp
small c++ library to quickly deploy models using onnxruntime
opencv_3rdparty
OpenCV - 3rdparty
Paddle2BMmodel
将paddle模型转化成可以在BM1684芯片上做量化的umodel的工具
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
reid-strong-baseline
Bag of Tricks and A Strong Baseline for Deep Person Re-identification
ReID_tutorial_slides
《深度学习与行人重识别》课程课件
SegmenTron
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
some_resource
I hate baidu drive, I hate google drive.
TensorRT-Inference-Server-Tutorial
服务侧深度学习部署案例
tensorrt_demos
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
videoInput
A video capture library for windows.
YOLOv3-model-pruning
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Yolov5-deepsort-inference
Yolov5 deepsort inference，使用YOLOv5+Deepsort实现车辆行人追踪和计数，代码封装成一个Detector类，更容易嵌入到自己的项目中