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Wenxuan Zhou's Projects

3dunetcnn icon 3dunetcnn

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

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

kaggle icon kaggle

Repository for my Kaggle Contest

mnet_deepcdr icon mnet_deepcdr

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

model-zoo icon model-zoo

Personal implementation for classic DNN architectures

models icon models

Models and examples built with TensorFlow

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective"

realistic-ssl-evaluation icon realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

semi-memory icon semi-memory

Code on Paper [ECCV2018]Semi-Supervised Deep Learning with Memory

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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