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gcn

Implementation of Graph Convolutional Networks in TensorFlow

generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

iders_dehazing

IDeRS: Iterative Dehazing Method for Single Remote Sensing Image

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

log-polar-descriptors

Public implementation of "Beyond Cartesian Representations for Local Descriptors", ICCV 2019

mask_rcnn

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

maskrcnn-benchmark

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

medical-data

medical-image-registration-resources

Medical image registration related books, tutorials, papers, datasets, toolboxes and deep learning open source codes

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

nnunet

non-local-u-nets-2d-block

Inplement 2D global aggregation block of Non-local-U-Nets. Written in pytorch.

open-solution-mapping-challenge

Open solution to the Mapping Challenge :earth_americas:

pcl

Point Cloud Library (PCL)

plotneuralnet

Latex code for making neural networks diagrams

pymic

python

Demo and other Python3 code

python-1

All Algorithms implemented in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

quip_cnn_segmentation

CNN based segmentation codes

registration

Image Registration

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

show-me-the-code

Python 练习册，每天一个小程序

sota-medseg

SOTA medical image segmentation methods based on various challenges

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

the-art-of-command-line

Master the command line, in one page

the-gan-zoo

A list of all named GANs!