the-mercury

the-mercury's Stars

• andreafortini/gradcam-tf2

  Implementation of the Grad-CAM algorithm in an easy-to-use class, optimized for transfer learning projects and written using Keras and Tensorflow 2.x

  Language:Python21

• MIT-LCP/mimic-cxr

  Code, documentation, and discussion around the MIMIC-CXR database

  Language:Jupyter Notebook24853

• ekagra-ranjan/AE-CNN

  ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset

  Language:Python4517

• alinstein/X_RAY

  Weakly supervised Classification and Localization of Chest X-ray images

  Language:Python94

• rajpurkarlab/cheXpert-test-set-labels

  525

• giocoal/CXR-ACGAN-chest-xray-generator-covid19-pneumonia

  CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on COVIDx CXR-3 dataset.

  Language:Python72

• kamenbliznashki/chexpert

  CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet

  Language:Jupyter Notebook5220

• maxium0526/category-wise-fine-tuning

  Language:Python103

• Optimization-AI/ICCV2021_DeepAUC

  Official implementation of the paper "Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification, ICCV2021"

  Language:Python216

• jfhealthcare/Chexpert

  Top 1 solution of Chexpert

  Language:Python23992

• LalehSeyyed/CheXclusion

  Code for the paper https://arxiv.org/abs/2003.00827

  Language:Jupyter Notebook9216

• tiangolo/fastapi

  FastAPI framework, high performance, easy to learn, fast to code, ready for production

  Language:Python73.8k6.2k

• maxium0526/cft-chexpert

  The best single model performance on the CheXpert chest X-ray classification competition

  Language:Python51

• vinbigdata-medical/vindr-cxr

  VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

  Language:Python398

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python130k25.7k

• ml-tooling/best-of-ml-python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  16.1k2.3k

• Rohit-Kundu/Ensemble-Pneumonia-Detection

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

  Language:Python185

• cookiecutter/cookiecutter

  A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

  Language:Python22k2k

• GKalliatakis/radimagenet-pytorch

  RadImageNet in PyTorch. RadImageNet is an open-access medical imaging database designed for deep learning research and effective transfer learning.

  Language:Python1

• pyca/cryptography

  cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

  Language:Python6.4k1.5k

• mikelzc1990/nsganetv2

  [ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

  Language:Python14634

• brucechou1983/CheXNet-Keras

  This project is a tool to build CheXNet-like models, written in Keras.

  Language:Python294144

• thtang/CheXNet-with-localization

  Weakly Supervised Learning for Findings Detection in Medical Images

  Language:Python314108

• arnoweng/CheXNet

  A pytorch reimplementation of CheXNet

  Language:Python558214

• awsaf49/CovXNet

  A Multi-Dilation Convolutional Neural Network for Automatic COVID-19 and Other Pneumonia Detection from Chest X-ray Images with Transferable Multi-Receptive Feature Optimization

  Language:Python106

• anjanatiha/Pneumonia-Detection-from-Chest-X-Ray-Images-with-Deep-Learning

  Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

  Language:Jupyter Notebook14676

• YashShende/Pneumonia_Detection

  A Flask Pneumonia Detection web app from chest X-Ray Images using CNN

  Language:Python2514

• rmarquet21/ai_research

  This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

  Language:Jupyter Notebook11

• daviddelriod/FL-SecFlow

  Repository containing the code demonstrating a secure flow for Pneumonia detection using federated learning.

  Language:Jupyter Notebook2

• laanlabs/metal-splats

  Toy iOS + Metal AR Gaussian Splat Renderer

  Language:Swift28626