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3d-unet--tensorflow

3D Unet for Isointense Infant Brain Image Segmentation

a_v_uncertain

Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions

acol

Adversarial Complementary Learning for Weakly Supervised Object Localization

adl

Attention-based Dropout Layer for Weakly Supervised Object Localization, CVPR 2019 (Oral)

adversarial_retinal_synthesis

advertorch

A Toolbox for Adversarial Robustness Research

ai_clinician

Reinforcement learning for medical decisions

alibi

Algorithms for monitoring and explaining machine learning models

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

ancis-pytorch

Attentive Neural Cell Instance Segmentation

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

attention_branch_network

Attention Branch Network (CIFAR100, ImageNet models)

augmentor

Image augmentation library in Python for machine learning.

av-segmentation

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-image-classification

A curated list of deep learning image classification papers and codes

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

cam

Class Activation Mapping

catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

ce-net

The manuscript has been accepted in TMI.

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

class-activation-mapping

tensorflow implementation of cnn localization project by CSAIL@MIT (CVPR'16)

classification_models

Classification models trained on ImageNet. Keras.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clip

Contrastive Language-Image Pretraining

cnn_finetune

Fine-tune CNN in Keras

code

ECG Classification

covid-19

A collection of work related to COVID-19