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adversarialnetspapers

The classical paper list with code about generative adversarial nets

algorithmsbypython

算法/数据结构/Python/剑指offer/机器学习/leetcode

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-knowledge-distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2019)。

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

biexingle.github.io

Elegant theme for Jekyll.

caffe_code_analysis

Caffe_Code_Analysis

cam

Class Activation Mapping

cnn-models

ImageNet pre-trained models with batch normalization for the Caffe framework

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-residual-networks

Deep Residual Learning for Image Recognition

densebox

Implemention of Baidu's DenseBox used for multi-task learning of object detection and landmark(key-point) localization 用PyTorch实现了百度的DenseBox并针对任意宽高比矩形(不仅限于方形)的目标检测做了优化，不仅可以输出关键点的热力图(heatmap)而且可以输出每个bbox对应关键点坐标

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

digits

Deep Learning GPU Training System

dockerrepo

docker images

documents

frcnn

Faster R-CNN / R-FCN :bulb: C++ version based on Caffe

handong1587.github.io

imgaug

Image augmentation for machine learning experiments.

knowledge-distillation-zoo

mixup

mixup: Beyond Empirical Risk Minimization

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

mx-lsoftmax

mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.

mxnet_center_loss

implement center loss operator for mxnet

oxbuildir

IR for Oxford Building Dataset

plantvillage-dataset