muhanned Goto Github PK

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

android

argos

Argos: a data viewer that can read HDF5, NetCDF4, and other file formats.

augmentation

Holds the data and scripts to perform data augmentation of medical images

autokeras

AutoML library for deep learning

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

best-deep-learning-optimizers

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

brain-tumor-classification-with-efficient-net-and-grad-cam-visualization

Brain Tumor Classification with Efficient Net Convolutional Neural Network (CNNs)

chexnet

A pytorch reimplementation of CheXNet

cnn-architectures

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

covid-19-xray-dataset

12000+ manually drawn pixel-level lung segmentations, with and without covid

covid-detection-gompertz-function-ensemble

Based on our paper "Fuzzy Rank-based Fusion of CNN Models using Gompertz Function for Screening COVID-19 CT-Scans".

covid19

covidnet-ct

COVID-Net Open Source Initiative - Models and Data for COVID-19 Detection in Chest CT

deep-learning-with-python

Deep learning codes and projects using Python

disease-prediction-model

Prediction Model on Cell Images for Detecting Malaria

dnn-lung-infection-pattern-

Deep learning approach to classify Covid, Bacterial Pneumonia, Other Viral Pneumonia and Normal

drawio-desktop

Official electron build of diagrams.net

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

ensemble-pneumonia-detection

Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" under review in Nature- PlosOne

fastai

The fastai deep learning library

fastbook

The fastai book, published as Jupyter Notebooks

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

hub

A library for transfer learning by reusing parts of TensorFlow models.

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imgaug

Image augmentation for machine learning experiments.

imgaug-doc

Code and assets to generate the documentation of imgaug