This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, contrast and saturation in a prototype
☆17Mar 31, 2021Updated 5 years ago
Alternatives and similar repositories for Explaining_Prototypes
Users that are interested in Explaining_Prototypes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆87Feb 22, 2024Updated 2 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆111Jun 30, 2022Updated 4 years ago
- This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in D…☆34Feb 18, 2022Updated 4 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆422May 11, 2022Updated 4 years ago
- [TPAMI 2025] Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition☆23May 25, 2025Updated last year
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- A clean, modern, and fully responsive HTML résumé (CV) template☆14Mar 13, 2026Updated 4 months ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 3 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- [ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification☆35Mar 27, 2025Updated last year
- Shazam music identification algorithm http://squobble.blogspot.com/2005/04/shazamhome.html☆12May 27, 2018Updated 8 years ago
- Generating Counterfactual Explanation Images through Generative Adversarial Learning☆12Jul 1, 2021Updated 5 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.
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆20Jul 8, 2024Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- ☆13May 26, 2023Updated 3 years ago
- Adversarial Black box Explainer generating Latent Exemplars☆11May 18, 2022Updated 4 years ago
- Lightweight Industrial Ontology Support☆22Nov 27, 2025Updated 7 months ago
- [TMI 2025] Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation☆16Mar 28, 2025Updated last year
- Codes and generated datasets for Paper "Multi-task deep learning for large-scale building detail extraction from high-resolution satellit…☆12Feb 19, 2024Updated 2 years ago
- Heuristic best-first algorithm for computing Evidence Counterfactuals (SEDC): explaining the model predictions of any classifier using a …☆14Jun 8, 2020Updated 6 years ago
- 2022/3/4创建☆20Mar 18, 2022Updated 4 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.
- ☆14May 26, 2025Updated last year
- a project of resilience assessment for a bus-rail transit network☆14Jul 4, 2023Updated 3 years ago
- Pytorch学习基础教程😎😎😎☆12Jun 30, 2025Updated last year
- An unofficial pytorch implementation of CVPR2021 paper "Checkerboard Context Model for Efficient Learned Image Compression".☆19Nov 17, 2023Updated 2 years ago
- ☆11Dec 28, 2019Updated 6 years ago
- Modular workflow for vision-language analysis of street-level imagery using open geospatial data and generative AI. Includes tools for po…☆16May 29, 2026Updated last month
- Pytorch Code☆17May 7, 2025Updated last year
- This is the paddle code for SeBoW(Self-Born wiring for neural trees), a kind of neural tree born form a large search space☆11Dec 10, 2021Updated 4 years ago
- In this repo, I tried replicating the famous Facebook's DensePose R-CNN model and tried to visualize the collected DensePose-COCO datase…☆10Sep 6, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]☆42Feb 9, 2023Updated 3 years ago
- [ICLR'25] Official repository of paper: Ranking-aware adapter for text-driven image ordering with CLIP☆16Apr 17, 2025Updated last year
- A logical, reasonably standardized, but flexible project structure for conducting ml research 🍪☆19Apr 9, 2026Updated 3 months ago
- Web app using Pyodide to demo different types of Scikit-learn classifiers☆12Apr 16, 2022Updated 4 years ago
- ☆21Jan 24, 2024Updated 2 years ago
- ☆19Sep 23, 2025Updated 9 months ago
- This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable i…☆43May 19, 2025Updated last year