mati1994's repositories
tensorflow-1
图解tensorflow 源码
awesome-object-proposals
A curated list of object proposals resources for object detection
caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
detectorch
Detectorch - detectron for PyTorch
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
FocalLoss
Caffe implementation of FAIR paper "Focal Loss for Dense Object Detection" for SSD.
kpm_rw_person_reid
Code of Deep Kronecker-Product Matching and Group-shuffiling Random Walk for Person Re-ID
light_head_rcnn
Light-Head R-CNN
mean-teacher
A state-of-the-art semi-supervised method for image recognition
mmdetection
Open MMLab Detection Toolbox
mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
PIDOptimizer
The Pytorch code for this CVPR 2018 paper: "A PID Controller Approach for Stochastic Optimization of Deep Networks"
RCAN
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
tensorflow
Computation using data flow graphs for scalable machine learning
tensornets
High level network definitions with pre-trained weights in TensorFlow