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actiondetection-afsd

Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

active-learning

al-lrtd

Long-range temporal dependency based active learning for surgical workflow recognition

al_skin_saas

SAAS AL methods for skin lesion diagnosis

annotation-tool

awesome-deep-learning-papers

The most cited deep learning papers

bc_learning_image

Chainer implementation of between-class learning for Image classification https://arxiv.org/abs/1711.10284

ccnet

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

cgc-net

cell graph convolutional network

deep-learning-tools

Tools about deep learning.

dsb2018_topcoders

DSB2018 [ods.ai] topcoders

example

code for research

fast-neural-style

Feedforward style transfer

frugally-deep

Header-only library for using Keras models in C++.

grand-challenge.org

The source code for grand-challenge.org

graphics

homework for graphics

huaxi

CTseg

imgaug

Image augmentation for machine learning experiments.

interactive_segmentation_models

Literature Review for Interactive annotation/segmentation

matconvnet-dermoscopy

DermaKNet: Incorporating the knowledge of dermatologists to Convolutional Neural Networks for skin lesion diagnosis.

mean-teacher

A state-of-the-art semi-supervised method for image recognition

melanoma-recognition

Repository of paper "Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks"

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

models

Models and examples built with TensorFlow

neural-style-transfer-papers

:pencil2: Neural Style Transfer: A Review

pixel-recursive-super-resolution

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

skin-data-augmentation

Source code for the paper 'Data Augmentation for Skin Lesion Analysis'

slsdeep

SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks