stducc Goto Github PK

3dunetcnn

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

aod_net

AOD Net keras implementation

attention_network_with_keras

An example attention network with simple dataset.

attention_unet

Raw implementation of attention gated U-Net by Keras

binary-neural-network-keras

A Keras code on Binary Neural Networks

brain-tissue-segment-keras

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

capsnet

Capsule Networks implemented with Keras.

classic-convolution-network

里面会保存许多优秀的卷积神经网络结构，这些结构可以帮助我们更好的设计网络。

classify-resnetcam-keras

分类网路探索 利用Keras 探索类别激活图 可视化

count-map-txt

这个是一个在SSD的基础上用于生成绘制mAP代码所用的txt的例子。（目的是生成txt）

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

deepvesselnet

Implementation of the DeepVesselNet deep learning network

detnet-keras

An implementation of DetNet with Keras.

disnet

Object Detection and Object Distance Estimation Net, Keras

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

faster-rcnn-keras

这是一个faster-rcnn的keras实现的库，可以利用voc数据集格式的数据进行训练。

gan-keras

里面包含许多GAN算法的Keras源码，可以用于训练自己的模型。

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

image_class

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

imagedenoisingksvd

MATLAB implementation of the paper "Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries"

img_learn

kamp-net

keras-attention

这个仓库主要包含了LSTM、卷积神经网络中，注意力机制的实现。

keras-brats-improved-unet3d

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation

keras-centernet

CenterNet (Objects as Points) implementation in Keras and Tensorflow

keras-dilated_unet

增加膨胀卷积、batchnormalization、PReLU、LeakyReLU、resnet34backbone，对眼球血管图像进行分割

keras-dualpathnetworks

Dual Path Networks for Keras 2.0+

keras-global-context-networks

Keras implementation of Global Context Attention blocks

keras-mnasnet

A Keras implementation of MnasNet