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2019_caicedo_cytometrya

Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

3d-unet

Chainer implementations of 3D UNet

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

accum_optimizer_for_keras

wrapping a keras optimizer to implement gradient accumulation

acnet

adamw_keras

AdamW optimizer for Keras

amazing-semantic-segmentation

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

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

awesome-cell-detection-segmentation

nucleus/cell and histopathology image classification,detection,segmentation

awesome-crowd-counting

Awesome Crowd Counting

awesome-deep-learning-papers

The most cited deep learning papers

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bilinear-cnn-tensorflow

This is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.

brain-tissue-segment-keras

Network: FCN, U-Net, Unet+Resblock(DeepUNet), Squeeze+UNet, DenseNet+UNet(DenseUnet)...

brain-tumor-segmentation

A deep learning based approach for brain tumor MRI segmentation.

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

caffe

Caffe: a fast open framework for deep learning.

caffe-cedn

Convolutional encoder-decoder implementation in Caffe

caffe-model-zoo

caffe pretrained models and prototxt

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

ccnet

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

cdeep3m

Plug-and-Play cloud based deep learning for image segmentation of light, electron and X-ray microscopy

ced

Deep Crisp Boundaries

cell-segmentation

cell_counting_v2

cellprofiler

An open-source application for biological image analysis

centernet-keras

这是一个centernet-keras的源码，可以用于训练自己的模型。

chinese-number-gestures-recognition

基于卷积神经网络的数字手势识别安卓APP，识别数字手势0-10（The number gestures recognition Android APP based on convolutional neural network(CNN), which can recognize the gestures corresponding number 0 to 10）