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2018-dac-system-design-contest

adversarialnetspapers

The classical paper list with code about generative adversarial nets

arleyzhang.github.io.sources

Backup files of blogs

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

cocostuffapi

COCO Stuff API

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

deep_learning_object_detection

A paper list of object detection using deep learning.

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

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

dilation

Dilated Convolution for Semantic Image Segmentation

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

faster_rcnn_pytorch

Faster RCNN with PyTorch

faster_rcnn_pytorch-1

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

imgaug

Image augmentation for machine learning experiments.

kaggle-carvana-3rd-place-solution

3rd place solution ( Carvana Image Masking Challenge )

kaggle-rsna18

Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge.

kaggle_carvana_segmentation

Code for a 1st place model in Carvana Image Masking Challenge

keras-image-data-augmentation

keras ImageDataGenerator example

knn

Machine learning and deep learning notes, practice, formula derivation.

leetcode

:pencil2: LeetCode solutions in C++ 11 and Python3

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

mobilenet-v2-pruning

Try out different pruning-approaches on lightweight Backbones.

mobilenet-yolo

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

models

Models and examples built with TensorFlow

more-ml-algorithm

There are more Machine Learning algorithms

objectdetection

some object detection algo