---
title: Oxford Pet Classifier
emoji: 💻
colorFrom: yellow
colorTo: pink
sdk: gradio
sdk_version: 5.25.2
app_file: app.py
pinned: false
---

### 📊 Zero-Shot Classification Results (CLIP)

Evaluated using `openai/clip-vit-base-patch32` on 100 test samples from the Oxford-IIIT Pet dataset.

- **Accuracy**: 76.00%
- **Precision (macro)**: 81.56%
- **Recall (macro)**: 76.16%

The CLIP model was used without any fine-tuning, using label prompts like `"a photo of a [breed]"`.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference