This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln…
☆423May 11, 2022Updated 4 years ago
Alternatives and similar repositories for ProtoPNet
Users that are interested in ProtoPNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆111Jun 30, 2022Updated 4 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆54Dec 3, 2024Updated last year
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆27May 15, 2022Updated 4 years ago
- This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, …☆17Mar 31, 2021Updated 5 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 3 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.
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆89Feb 22, 2024Updated 2 years ago
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆44Dec 12, 2022Updated 3 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 5 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
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 years ago
- This code implements ProtoViT, a novel approach that combines Vision Transformers with prototype-based learning to create interpretable i…☆45May 19, 2025Updated last year
- ☆124Mar 15, 2022Updated 4 years ago
- [TMI 2025] Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation☆16Mar 28, 2025Updated last year
- 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.
- Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AA…☆77Nov 21, 2017Updated 8 years ago
- HIVE: Evaluating the Human Interpretability of Visual Explanations (ECCV 2022)☆22Jan 19, 2023Updated 3 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 3 years ago
- Towards Automatic Concept-based Explanations☆166May 1, 2024Updated 2 years ago
- ☆226Oct 25, 2020Updated 5 years ago
- A pytorch implementation of interpretable convolutional neural network.☆69Mar 1, 2021Updated 5 years ago
- [TMI 2022] BowelNet: Joint Semantic-Geometric Ensemble Learning for Bowel Segmentation from Both Partially and Fully Labeled CT Images☆17Mar 28, 2025Updated last year
- Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)☆132Aug 27, 2020Updated 6 years ago
- reanalysis of the ObjectNet paper and our annotations and code☆16Mar 4, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆32Sep 25, 2019Updated 7 years ago
- This repository provides a PyTorch implementation of "Fooling Neural Network Interpretations via Adversarial Model Manipulation". Our pap…☆23Dec 19, 2020Updated 5 years ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆21Jul 8, 2024Updated 2 years ago
- Bayesian or-of-and☆37Mar 11, 2022Updated 4 years ago
- code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"☆54Mar 25, 2022Updated 4 years ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago
- CSAW-S: mammography screenings from 172 different patients with annotations for semantic segmentation☆25Mar 1, 2023Updated 3 years ago
- Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning☆20Sep 11, 2022Updated 4 years ago
- 深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)☆767Apr 8, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Nov 21, 2020Updated 5 years ago
- ☆16Oct 26, 2018Updated 7 years ago
- Official implementation for the CVPR paper "Convolutional Dynamic Alignment Networks for Interpretable Classifications"☆30Aug 17, 2023Updated 3 years ago
- Quantitative Testing with Concept Activation Vectors in PyTorch☆44Aug 24, 2026Updated last month
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆126Mar 22, 2021Updated 5 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆45Oct 27, 2023Updated 2 years ago
- The Curious Layperson: Fine-Grained Image Recognition without Expert Labels (BMVC 2021 best student paper)☆25Jun 2, 2022Updated 4 years ago