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Shi Yating's Projects

awesome-cs-books icon awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe2 icon caffe2

This is currently an experimental refactoring of Caffe.

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

darknet icon darknet

Windows and Linux version of Darknet Yolo v2 Neural Networks for object detection

dataaugmentation icon dataaugmentation

Image data augmentation tool for training of image recognition algorithm

deepface icon deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

deeplearning-500-questions icon 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，近30万字。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

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detectron icon detectron

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

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

docker icon docker

Docker - the open-source application container engine

emotic icon emotic

Code repo for the EMOTIC dataset

fairmot icon fairmot

A simple baseline for one-shot multi-object tracking

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

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

featuredetection icon featuredetection

A library (and demo applications) for face- and facial feature detection and real-time tracking in 2d-images

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