ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
☆110Jun 30, 2022Updated 3 years ago
Alternatives and similar repositories for ProtoTree
Users that are interested in ProtoTree are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆85Feb 22, 2024Updated 2 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
- 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
- This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpreta…☆416May 11, 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆41Oct 15, 2025Updated 7 months ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Dec 6, 2022Updated 3 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
- Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)☆134Aug 27, 2020Updated 5 years ago
- ☆12Jul 23, 2023Updated 2 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
- Code for the experiments of the ICML 2021 Interpretability workshop paper "This Looks Like That... Does it? Shortcomings of Latent Space …☆20May 29, 2023Updated 3 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.
- "Exploring Vision Transformers for Fine-grained Classification" at CVPRW FGVC8☆30Jun 25, 2021Updated 4 years ago
- Official implementation of "Fine-Grained Object Classification via Self-Supervised Pose Alignment".☆24Mar 31, 2022Updated 4 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆15Jun 11, 2020Updated 6 years ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆19Jul 8, 2024Updated last year
- MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging☆16Nov 22, 2023Updated 2 years ago
- This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-N…☆421Oct 4, 2022Updated 3 years ago
- Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 2023)"☆17Jun 2, 2023Updated 3 years ago
- ☆13Nov 28, 2025Updated 6 months ago
- Official pytorch implementation for CVPR2022 paper "Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training"☆18Apr 11, 2022Updated 4 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.
- A pytorch implementation of interpretable convolutional neural network.☆69Mar 1, 2021Updated 5 years ago
- Coarse-to-Fine Curriculum Learning☆20Apr 28, 2020Updated 6 years ago
- Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"☆86Nov 16, 2022Updated 3 years ago
- ☆27May 24, 2023Updated 3 years ago
- ☆11Nov 29, 2020Updated 5 years ago
- A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “C…☆245Apr 24, 2022Updated 4 years ago
- ☆82Jun 27, 2021Updated 4 years ago
- Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features☆12Mar 2, 2021Updated 5 years ago
- Pytorch implementation of "Fine-grained Visual Classification with High-temperature Refinement and Background Suppression"☆114Oct 20, 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.
- Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.☆215Apr 1, 2023Updated 3 years ago
- Code for paper "Learning Semantically Enhanced Feature for Fine-grained Image Classification"☆35Aug 30, 2020Updated 5 years ago
- Code release for Grad-CAM Guided Attention Module for Fine-grained Visual Classification (MLSP 2022)☆13Aug 25, 2021Updated 4 years ago
- Quantitative Testing with Concept Activation Vectors in PyTorch☆43Mar 18, 2019Updated 7 years ago
- ☆25Aug 10, 2022Updated 3 years ago
- Code release for "Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data".☆13Apr 11, 2022Updated 4 years ago
- Official PyTorch implementation of paper "Schema Inference for Interpretable Image Classification" (ICLR 2023)☆15Apr 6, 2023Updated 3 years ago