a-fsh-r

a-fsh-r's Stars

• jafarinia/snuffy

  Snuffy: Efficient Whole Slide Image Classifier For Efficient and Performant Diagnosis in Pathology Whole Slide Images

  Language:Python202

• a-fsh-r/IBO

  IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology

  2

• CristianoPatricio/Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey

  Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

  101

• linghuyuhangyuan/M2S

  Official PyTorch Code and Models of "Minutes to Seconds: Speeded-up DDPM-based Image Inpainting with Coarse-to-Fine Sampling", ICME 2024

  Language:Python41

• chr5tphr/zennit

  Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

  Language:Python19732

• AlexBinder/LRP_Pytorch_Resnets_Densenet

  implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.

  Language:Python247

• Liozb/RePaint--no-resample

  This code disables repaint resampling method and use mean of batch to get inpainting

  Language:Python1

• 1Konny/gradcam_plus_plus-pytorch

  A Simple pytorch implementation of GradCAM and GradCAM++

  Language:Jupyter Notebook35894

• kazuto1011/grad-cam-pytorch

  PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

  Language:Python787174

• gitmehrdad/SFSORT

  SFSORT: Scene Features-based Simple Online Real-Time Tracker

  Language:Jupyter Notebook385

• IAmS4n/HEROHE

  Implementation of Piaze Team for HEROHE challenge

  Language:Python31

• tcxxxx/WSI-analysis

  Python scripts for automatic Whole-Slide Image preprocessing.

  Language:HTML3513

• alexmagsam/metastasis-detection

  PyTorch library for breast cancer metastasis detection in whole-slide images of sentinel lymph node tissue from the Camelyon dataset

  Language:Python13

• oncoml/camelyon

  Machine learning on pathology slides

  Language:Python41

• zhenzhel/lift_map_detect

  The official code release for Unsupervised Out-of-distribution Detection with Diffusion Inpainting (ICML 2023)

  Language:Python231

• virabehnam/CAMELYON16-Breast-Cancer-Detection

  Language:Jupyter Notebook41

• 3dimaging/DeepLearningCamelyon

  DeepLearning - Camelyon16 dataset

  Language:Jupyter Notebook11432

• longluu/DL-CancerDetection-CAMELYON16

  Use deep learning models to detect/localize cancer tumor in giga-pixel images of breast

  Language:Jupyter Notebook91

• rklymentiev/nsp-course

  Python implementations for the "Complete neural signal processing and analysis: Zero to hero" course

  Language:Jupyter Notebook2411

• rameerez/brain-computer-interfacing

  🧠 Brain-Computer Interfacing bootcamp course + projects @ Saturdays.AI (BCI + AI)

  Language:Jupyter Notebook5616

• wjun0830/Out-of-Distribution-Baseline

  Baseline for out-of-distribution detection

  Language:Python21

• HrithikNambiar/Out-of-Distribution-Detection-for-Skin-Lesion-Classification

  Deep Learning (CS F425): Course Project

  Language:Jupyter Notebook2

• hendrycks/error-detection

  A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

  Language:Jupyter Notebook22339

• xieshuqin/Energy-OOD

  Energy-based Out-of-distribution Detection

  Language:Python151

• wetliu/energy_ood

  Language:Python39965

• bangxiangyong/bae-ood-images

  Bayesian autoencoders for Out-of-distribution detection (image dataset pairs)

  Language:Python61

• pokaxpoka/deep_Mahalanobis_detector

  Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

  Language:Python34278

• paaatcha/gram-ood

  Code for the best paper at ISIC Skin Image Analysis Workshop paper at CVPR 2020.

  Language:Jupyter Notebook162

• HarryAnthony/Mahalanobis-OOD-detection

  A framework for studying the best practises for Mahalanobis distance for OOD detection

  Language:Python11

• andrijazz/ash

  Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection

  Language:Jupyter Notebook481