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jiantao zhang's Projects

3d-brain-segmentation icon 3d-brain-segmentation

This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" published at MDPI Applied sciences journal - https://www.mdpi.com/2076-3417/9/3/404 .

attention-gated-networks icon attention-gated-networks

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

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

cvpr2019 icon cvpr2019

cvpr2019/cvpr2018/cvpr2019 papers,极市团队整理

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

deepdyn icon deepdyn

pytorch based framework for Convolutional Neural Network

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

doubleu-net icon doubleu-net

DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras

drnet_keras icon drnet_keras

DENSE RESIDUAL NETWORK FOR RETINAL VESSEL SEGMENTATION

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-unet icon keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lwnet icon lwnet

State-of-the-art retinal vessel segmentation with minimalistic models

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