PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
☆82Feb 22, 2024Updated 2 years ago
Alternatives and similar repositories for PIPNet
Users that are interested in PIPNet 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☆109Jun 30, 2022Updated 3 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
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆15Nov 22, 2023Updated 2 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆20May 2, 2022Updated 3 years ago
- Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Clas…☆12Oct 21, 2023Updated 2 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.
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆53Dec 3, 2024Updated last year
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆29Nov 23, 2022Updated 3 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12May 9, 2023Updated 2 years ago
- A dataset of egocentric vision, eye-tracking and full body kinematics from human locomotion in out-of-the-lab environments. Also, differe…☆12Nov 5, 2023Updated 2 years ago
- PyTorch Implementation of Iterative Patch Selection for High-Resolution Image Recognition☆20Feb 16, 2024Updated 2 years ago
- Evaluation and dataset construction code for the CVPR 2025 paper "Vision-Language Models Do Not Understand Negation"☆45Feb 26, 2026Updated 2 months ago
- Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CS…☆11Jan 9, 2024Updated 2 years ago
- ☆20Apr 14, 2023Updated 3 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆44Oct 27, 2023Updated 2 years ago
- Source code for Multi-resolution Common Fate Transform.☆12Jun 5, 2020Updated 5 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆19Oct 12, 2023Updated 2 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 5 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 4 years ago
- Official PyTorch implementation of improved B-cos models☆60Dec 25, 2025Updated 4 months ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 2 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- Team FDVTS_DR's solutions for MICCAI2022 Diabetic Retinopathy Analysis Challenge (DRAC)☆15Mar 5, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of Interactive Medical Image Analysis with Concept-based Similarity Reasoning [CVPR2025]☆19May 25, 2025Updated 11 months ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆19Jul 8, 2024Updated last year
- implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers…☆27Mar 7, 2024Updated 2 years ago
- ☆13May 26, 2023Updated 2 years ago
- ☆14Jun 16, 2022Updated 3 years ago
- Meaningful Local Explanation for Machine Learning Models☆42Apr 2, 2023Updated 3 years ago
- ☆20Aug 4, 2024Updated last year
- ☆30Apr 22, 2024Updated 2 years ago
- Cross-field empirical trends analysis of XAI literature☆22Sep 28, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ECCV2024] Official implementation of paper, "DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs".☆155Aug 8, 2024Updated 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
- ☆11Apr 4, 2021Updated 5 years ago
- The fundamentals of image analysis using NumPy, SciPy, and Matplotlib☆16Aug 20, 2020Updated 5 years ago
- [NeurIPS 24] A new training and evaluation framework for learning interpretable deep vision models and benchmarking different interpretab…☆32Jun 5, 2025Updated 10 months ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- [Nature Communications 2026] A universal foundation model for grounded biomedical image interpretation☆52Mar 6, 2026Updated last month