Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ MICCAI 2018
☆87Apr 4, 2019Updated 7 years ago
Alternatives and similar repositories for skin-data-augmentation
Users that are interested in skin-data-augmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)☆24Aug 31, 2018Updated 7 years ago
- Code for the ISIC2019 Challenge☆121May 28, 2020Updated 6 years ago
- ISIC-2018 Lesion Boundary Segmentation, Attribute Detection and Disease Classification☆14Jan 25, 2019Updated 7 years ago
- ☆19Apr 19, 2019Updated 7 years ago
- [TMI' 21] DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope Images☆17Jun 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3☆55Aug 11, 2020Updated 5 years ago
- DermaKNet: Incorporating the knowledge of dermatologists to Convolutional Neural Networks for skin lesion diagnosis.☆37Nov 23, 2021Updated 4 years ago
- IPMI2019 paper - Melanoma Recognition via Visual Attention☆47Nov 29, 2022Updated 3 years ago
- ☆15May 15, 2017Updated 9 years ago
- Skin Lesion Segmentation, implemented in PyTorch☆14Nov 20, 2019Updated 6 years ago
- Skin lesion detection from dermoscopic images using Convolutional Neural Networks☆56Nov 5, 2018Updated 7 years ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆10Feb 6, 2024Updated 2 years ago
- Automated scoring code for the ISIC Challenge.☆26Jul 19, 2025Updated 10 months ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆53Apr 7, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A production quality data pipeline for DICOM images segmentation.☆12Feb 4, 2018Updated 8 years ago
- Repository of paper "Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks"☆49Feb 9, 2017Updated 9 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 3 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆90Apr 13, 2026Updated 2 months ago
- Code for the MICCAI 2019 paper Balsiger et al., Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation☆19Nov 22, 2022Updated 3 years ago
- Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification☆73Nov 14, 2019Updated 6 years ago
- Project is an implementation of skin segmentation using OpenCV and dominant color extraction using SciKit-Learn☆18Sep 14, 2018Updated 7 years ago
- ☆20Jan 6, 2026Updated 5 months ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Sep 20, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).☆10Dec 29, 2021Updated 4 years ago
- PyTorch implementation of "Self-Paced Balance Learning for Clinical Skin Disease Recognition"☆53Apr 4, 2024Updated 2 years ago
- A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learn…☆24Feb 8, 2022Updated 4 years ago
- A Hyperspectral Dermoscopy Dataset for Melanoma Detection☆15Nov 8, 2021Updated 4 years ago
- ☆310Apr 4, 2025Updated last year
- GLIA: Graph Learning Library for Image Analysis☆10May 26, 2017Updated 9 years ago
- This code is a preprocessing for skin lesion classification, but can also be used for other purpose!☆22Apr 28, 2018Updated 8 years ago
- Tools to help identify new and changing moles on the skin with the goal of early detection of melanoma skin cancer.☆14Apr 15, 2026Updated 2 months ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆37Aug 3, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A script to download the ISIC Archive of lesion images☆205Jul 25, 2020Updated 5 years ago
- Implementation of the segmentation task for ISIC 2017. https://arxiv.org/abs/1703.04819☆20Apr 6, 2017Updated 9 years ago
- Repository for V-GAN☆34Feb 5, 2023Updated 3 years ago
- Self-Supervised Representation Learning by Rotation Feature Decoupling☆96Jul 7, 2019Updated 6 years ago
- Spatial Decomposition and Transformation Network - TensorFlow☆14Dec 2, 2019Updated 6 years ago
- ☆14Mar 12, 2019Updated 7 years ago
- [ICCV'25 Highlight] Derm1M: A Million‑Scale Vision‑Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology☆72Dec 5, 2025Updated 6 months ago