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attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

awesome-model-compression

papers about model compression

centermask

CenterMask : Real-Time Anchor-Free Instance Segmentation

darkknightzh.github.io

github blog

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.

deep_learning_object_detection

A paper list of object detection using deep learning.

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-default-value

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

diou-pytorch-detectron

Distance-IoU Loss into Faster R-CNN

diou-ssd-pytorch

Distance-IoU Loss into SSD

discogan-pytorch

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

dlinterview

Deep Learning Interview 深度学习面试题目汇总

dropblock_pytorch

The PyTorch implementation of DropBlock

efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

feature-selective-anchor-free-module-for-single-shot-object-detection

A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection

gans-awesome-applications

Curated list of awesome GAN applications and demo

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

imgaug

Image augmentation for machine learning experiments.

improved-body-parts

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

interview_python

关于Python的面试题

microsoft-source-reader

a simple code of the usage of Microsoft Source Reader

mmdetection

Open MMLab Detection Toolbox and Benchmark

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

network-speed-and-compression

Network acceleration methods

person_search_demo

利用YOLOv3结合行人重识别模型，实现行人的检测识别，查找特定行人

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

receptive_field

Compute receptive fields of your favorite convnets