A general, feasible, and extensible framework for classification tasks.
☆69Sep 19, 2025Updated 6 months ago
Alternatives and similar repositories for pytorch-classification
Users that are interested in pytorch-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.☆45Jun 28, 2024Updated last year
- SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading☆34Dec 5, 2024Updated last year
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Aug 10, 2022Updated 3 years ago
- Automated detection of exudates from fundus images plays an important role in diabetic retinopathy (DR) screening and evaluation, for whi…☆11Dec 11, 2020Updated 5 years ago
- Papers and Public Datasets for Diabetic Retinopathy Detection☆167Apr 9, 2024Updated last year
- Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement☆44Apr 13, 2024Updated last year
- I-SECRET: Importance-guided fundus image enhancement via semi-supervised contrastive constraining☆29Feb 27, 2024Updated 2 years ago
- ☆46Jul 31, 2021Updated 4 years ago
- Official Code for Paper "GDRNet: Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains"☆51Apr 2, 2024Updated last year
- ☆15Oct 31, 2024Updated last year
- EyeQ : Dataset of Retinal Image Quality Assessment☆169Oct 31, 2023Updated 2 years ago
- PyKGML is a Python library to facilitate the development of knowledge-guided machine learning (KGML) models in agriculture and forestry☆17Mar 12, 2026Updated last week
- End-to-End Unpaired Image Denoising with Conditional Adversarial Networks (AAAI-20)☆24Nov 11, 2020Updated 5 years ago
- Diabetic Retinopathy Two-field image Dataset (DRTiD) & source code of Cross-Field Transformer for Diabetic Retinopathy Grading on Two-fie…☆28May 28, 2024Updated last year
- ☆23Jan 16, 2024Updated 2 years ago
- Implementation of team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge in pytorch.☆21Jul 15, 2020Updated 5 years ago
- This is the official repository for the paper titled "Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a M…☆16Apr 29, 2025Updated 10 months ago
- This is an official repository of corneal ulcer classification and segmentation for our Sci Data paper "The SUSTech-SYSU dataset for auto…☆34Oct 12, 2021Updated 4 years ago
- Project for annotation-free image enhancement of fundus, cataract data.☆38Jun 12, 2024Updated last year
- Hierarchical Universal Modular ANotator☆12Mar 6, 2026Updated 2 weeks ago
- Official PyTorch implementation for "Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation" (MONet)☆12Mar 28, 2023Updated 2 years ago
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆15Nov 22, 2023Updated 2 years ago
- [TNNLS'25] [MICCAI'24] A Parameter and Memory Efficient Transfer Learning Method☆34Oct 29, 2025Updated 4 months ago
- The core library of the DFKI multisensor pipeline framework.☆12May 23, 2022Updated 3 years ago
- ☆63Nov 27, 2021Updated 4 years ago
- Our solution (1st/98) for the 2020 challenge proposed by Owkin and hosted by ENS - Collège de France on predicting lung cancer survival t…☆10Dec 15, 2020Updated 5 years ago
- JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection☆20May 30, 2023Updated 2 years ago
- DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus …☆65Jul 25, 2025Updated 7 months ago
- [npj Digital Medicine] "Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence m…☆21Dec 18, 2024Updated last year
- This repository is made for medical image classification using Deep Reinforcement Learning☆17Jan 29, 2021Updated 5 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Oct 1, 2021Updated 4 years ago
- The official implementation of the paper "Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive …☆200Jan 17, 2024Updated 2 years ago
- Learning hierarchical attention for weakly-supervised chest X-ray abnormality localization and diagnosis☆28Dec 24, 2021Updated 4 years ago
- ☆12Apr 13, 2023Updated 2 years ago
- A curated list of awesome AI developments for ophthalmology☆19Jun 22, 2021Updated 4 years ago
- This is the official code of the paper: Facial Micro-motion-aware Mixup for Micro-expression Recognition☆13Apr 7, 2024Updated last year
- fat_llama_fftw is a Python package for upscaling audio files to FLAC or WAV formats using advanced audio processing techniques. It utiliz…☆11Jul 29, 2024Updated last year
- S-EFOV: Thoracic CT-based Body Composition Analysis with Semantically Extended FOV☆15Feb 29, 2024Updated 2 years ago
- ☆10Oct 5, 2023Updated 2 years ago