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automl

Google Brain AutoML

bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

bilinear_cnn_dog_classifi

tensorflow->BCNN + pytorch -> vgg16/resnet/BCNN

cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

car-classification-with-transfer-learning-and-bcnns

In this project we explore fine-grained car make and model classification on the Stanford Cars Data Set. We first experiment with fine-tuning some of the more famous CNN architectures such as VGG, Resnet, and Densenet. After doing this analysis we build various structured ensembles of these fine-tuned models and analyze how they are able to support each other during classification. Finally we explore the concept of bilinear convolutional neural networks (BCNNs) which take into consideration not only spatial locality within images but also feature location.

ccnet

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

ce-net

The manuscript has been accepted in TMI.

classification

感知器、贝叶斯分类、决策树分类、K最近邻法、逻辑回归、支持向量机...

covid-19-detection

The implementation of "A Weakly-supervised Framework for COVID-19 Classification and Lesion Localization from Chest CT"

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

covid-net

COVID-Net Open Source Initiative

covid19_imaging_ai_paper_list

COVID-19 imaging-based AI paper collection

data-augmentation

data augmentation on python

dataaugmentation

Data augmentation using OpenCV

dataaugmentation_forobjectdetect

本仓库主要包含了针对目标检测数据集的增强手段和源码：图像的旋转，镜像，裁剪，亮度/对比度的变换等

dbcnn-pytorch

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

detectron

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

fbcnn

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

fused-densenet-tiny

A novel approach in training a DenseNet model for diagnosing COVID-19 Chest X-Rays.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

lshort-zh-cn

A Chi­nese edi­tion of the Not So Short Introduction to LaTeX2ε

ml-gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

pulmonary-nodules-maskrcnn

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

pygcn

Graph Convolutional Networks in PyTorch

pytorch-fpn

Feature Pyramid Networks in PyTorch

pytorch-se-resnet

SE-ResNet PyTorch Version

pytorchbcnn

PyTorch implementation of hierarchical classification for CIFAR10

pytorchpartiallayerfreezing

A simple code snippet for freezing only part of the layer