Shenghsin

tf.fashionAI

Full pipeline for TianChi FashionAI clothes keypoints detection compitetion in TensorFlow

FashionAI-TF

A tensorflow implementation of FashionAI Global Challenge

fashion-landmarks

Fashion Landmark Detection in the Wild

mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

OCNet.pytorch

Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

shiftresnet-cifar

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

FaceBoxes-tensorflow

A fast face detector

squeezenext-tensorflow

A tensorflow implementation of squeezenext. (includes link to trained model)

SENet

Squeeze-and-Excitation Networks

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

tf_cnnvis

CNN visualization tool in TensorFlow

Adaptive_Affinity_Fields

Adaptive Affinity Fields for Semantic Segmentation

Convolutional-Neural-Network-Compression-Survey

LightNet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

shufflenet-v2-tensorflow

A lightweight convolutional neural network

Semantic-Segmentation-Tensorflow-Eager

An example of semantic segmentation using tensorflow in eager execution.

srcnn

A course project on convolutional neural networks for single image super-resolution

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

ESPCN-TensorFlow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

CornerNet

PSANet

PSANet: Point-wise Spatial Attention Network for Scene Parsing, ECCV2018.

subpixel

subpixel: A subpixel convnet for super resolution with Tensorflow

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

dilated

Smoothed Dilated Convolutions for Improved Dense Prediction

CBAM-tensorflow-slim

CBAM implementation on TensorFlow Slim