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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarialnetspapers

The classical paper list with code about generative adversarial nets

ants

Advanced Normalization Tools (ANTs)

awesome-object-detection

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

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

caffe

Caffe: a fast open framework for deep learning.

cam

cmtk

Unofficial git clone of Computational Morphometry Toolkit (CMTK)

convcrf

This repository contains the reference implementation for our proposed Convolutional CRFs.

create-your-own-adventure

crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

cross_modality_ibsr

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

deep-crf

An implementation of Conditional Random Fields (CRFs) with Deep Learning Method

deep_learning_object_detection

A paper list of object detection using deep learning.

deepem-for-weakly-supervised-detection-1

MICCAI18 DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

dense3dcrf

Fully-connected (dense) 3D CRF for processing biomedical scans

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dilation

Dilated Convolution for Semantic Image Segmentation

distill-nn-tree

Distillation of Neural Network Into a Soft Decision Tree

dlcariesscreen

dltk

Deep Learning Toolkit for Medical Image Analysis

evaluatesegmentation

A program to evaluate the quality of image segmentations.

exlib

Random Examples of Various Library Functionality

fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

foid

Dataset and codebase for NeurIPS 2021 paper: Exploring Forensic Dental Identification with Deep Learning

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

imgaug

Image augmentation for machine learning experiments.