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2021-cv-surveys

2021 年，计算机视觉相关综述。包括目标检测、跟踪........

acrobat

airlab

Image registration laboratory for 2D and 3D image data

alpha_shapes

A Python library for working with alpha shapes

anhir_mw

Software used by the AGH team during the ANHIR challenge.

asap

Program for the analysis and visualization of whole-slide images in digital pathology

attention-yolov5

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

bcss

Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083

bicyclegan-pytorch

Pytorch implementation of BicycleGAN with implementation details

camelyon

The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.

casanovo

De Novo Mass Spectrometry Peptide Sequencing with a Transformer Model

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

cgc-net

cell graph convolutional network

comparisondetector

The implement for Comparison Detector: Convolutional Neural Networks for Cervical Cell Detection in the Limited-data Scenario.

csrnet-pytorch

The simple implemention of CSRNet.

dataset-histology-landmarks

Dataset: landmarks for registration of histology images

deepcell-tf

Deep Learning Library for Single Cell Analysis

deephistreg

Code used to create the DeepHistReg submission to the ANHIR challenge.

deepinfomaxpytorch

Learning deep representations by mutual information estimation and maximization

deepnovo

Protein Identification with Deep Learning

deepnovov2

Pytorch implementation of DeepNovoV2, a state-of-the-art de novo peptide sequencing model.

deformable-convnets

Deformable Convolutional Networks

denovopipeline

Pipeline for de novo peptide sequencing (Novor, DeepNovo, SMSNet, PointNovo, Casanovo) and assembly with ALPS.

depthcharge

A deep learning toolkit for mass spectrometry

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dgl

The official repo is https://github.com/dmlc/dgl . THIS IS A FORK.

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dpst

A de novo peptide sequencing transformer

drmime

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration