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mask_rcnn

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

mask_rcnn_pytorch

Mask R-CNN for object detection and instance segmentation on Pytorch

mask_rcnn_pytorch-1

PyTorch 0.4 implementation of Mask-RCNN that runs on linux/mac/win10 with GPU/CPU

maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

masktrackrcnn

MaskTrackRCNN for video instance segmentation based on mmdetection

medical-cross-modality-domain-adaptation

[IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

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.

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

miccai_challenge_monuseg

This repo is for Miccai monuseg challenge, by Jimmy from aetherAI

microsoft-dsvm

This repo contains deep learning + computer vision code I have ran on the Microsoft Data Science Virtual Machine

nagan

initial

nnunet

nucleidetectron

7th place solution for the 2018 Data Science Bowl with a score of 0.591

nucleisegmentation

This is the source code for training and testing our three class CNN algorithm for generalized nuclei segmentation (IEEE TMI paper) using Torch.

open-deepnude

Open source reverse-engineered clone of DeepNude

open-solution-data-science-bowl-2018

Open solution to the Data Science Bowl 2018

panet

PANet for Instance Segmentation and Object Detection

partiallyreversibleunet

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

probabilistic-unet-pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

pspnet

Pyramid Scene Parsing Network

pyfishervector

Python implementation for Image Classification based on GMM dictionaries and fisher vectors.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-mask-rcnn

pytorch-unet

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

pytorch_mask_rcnn

Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)

r2gen

refuge2_competition_code

rsna2019_1st_place_solution

RSNA2019 Intracranial Hemorrhage Detection

scalenet

Data-Driven Neuron Allocation for Scale Aggregation Networks