napolun279 Goto Github PK

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

cam

Class Activation Mapping

capsnet

A PyTorch implementation of CapsNet based on Geoffrey Hinton's paper "Dynamic Routing Between Capsules"

capsnet-tensorflow

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

cnnvisualizer

Visualizer for Deep Neural Networks

cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

dcan-tensorflow

Deep Contour-Aware Networks in Tensorflow

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

deepmask

Torch implementation of DeepMask and SharpMask

demo-python-project

dilation

Dilated Convolution for Semantic Image Segmentation

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastmaskrcnn

Mask RCNN in TensorFlow

fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcn.berkeleyvision.org

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

labelmeannotationtool

Source code for the LabelMe annotation tool.

lenet-5

implement lenet-5 in lecun-98 by python

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

mx-maskrcnn

An MXNet implementation of Mask R-CNN

mx-rcnn

Faster R-CNN, an MXNet implementation with distributed implementation and data parallelization.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-beginner

pytorch tutorial for beginners

pytorch-examples

Simple examples to introduce PyTorch

pytorch-tutorial

Build your neural network easy and fast

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset