Hugging Face model: imageomics/Prompt-CAM
Author: imageomics
Created: 2026-05-23 07:34:27
Last modified: 2026-07-09 16:31:33
Library: transformers
Likes: 0 | Downloads: 0
Tags: transformers, biology, CV, images, animals, image classification, fine-grained classification, birds, pets, interpretable, vision transformer, prompt tuning, explainable AI, interpretable machine learning, saliency map, dino, en, arxiv:2501.09333, doi:10.57967/hf/9533, license:mit, endpoints_compatible, region:us
Card metadata:
license: mit
language: en
tags: biology, CV, images, animals, image classification, fine-grained classification, birds, pets, interpretable, transformers, vision transformer, prompt tuning, explainable AI, interpretable machine learning, saliency map, dino
metrics: accuracy
model_description: Prompt-CAM is a simple yet effective interpretable transformer for fine-grained image classification and analysis. It injects class-specific prompts into any pretrained Vision Transformer (ViT) to produce per-class attention maps without requiring any architectural modifications. This allows for exploration of fine-grained trait distinctions between different specified species.