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organ_segmentation_analysis

Organ segmentation demo at MICCAI19 Bayesian Deep Learning for Medical Imaging tutorial

plant-disease-detection

Plant Disease Detection is one of the mind-boggling issues when we talk about using Technology in Agriculture. Although researches have been done to detect whether a plant is healthy or diseased using Deep Learning and with the help of Neural Network, new techniques are still being discovered. For Fewer Data Classical Machine Learning Models are s

plant_ai

Performing Leaf Image classification for Recognition of Plant Diseases using various types of CNN Architecture, For detection of Diseased Leaf and thus helping the increase in crop yield.

platemo

Evolutionary multi-objective optimization platform

plotneuralnet

Latex code for making neural networks diagrams

pmoea-d

pMOEA/D Project

probabilistic_segmentation

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pyprobml

Python code for "Machine learning: a probabilistic perspective"

pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-lesson-zh

pytorch 包教不包会

pytorch_active_learning

PyTorch Introduction to Active Learning

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

resnet-in-tensorflow

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

retinal-blood-vessels-segmentation-and-denoising

A Morphological Hessian Based Approach for Retinal Blood Vessels Segmentation and Denoising Using Region-Based Otsu Thresholding

retinal-vessel-segmentation-using-variants-of-unet

Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET)

rpnode_fss

Improving Adversarial Robustness for Few Shot Segmentation with Regularized Neural-ODEs

skin_lesion_analysis

Skin lesion classification demo at MICCAI19 Bayesian Deep Learning for Medical Imaging tutorial

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

uncertainty-deep-learning

Example to get uncertainty intervals from Deep Learning models

uq_bnn

Uncertainty quantification using Bayesian neural networks in classification

useful-computer-vision-phd-resources

Lists of resources useful for my PhD in computer vision

ustc-cs-courses-resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

variational-autoencoder

PyTorch implementation of "Auto-Encoding Variational Bayes"

vesselseg-pytorch

Retinal vessel segmentation toolkit based on pytorch

whilemymcmcgentlysamples

my blog

wt-pgd