README.md

---
title: Classification Doodle RNN
emoji: 🎨
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "4.44.0"
app_file: app.py
pinned: false
---

# 🎨 Animal Doodle Classifier

An RNN-based classifier that recognizes hand-drawn animal doodles in real-time!

## Supported Animals
butterfly, cow, elephant, giraffe, monkey, octopus, scorpion, shark, snake, spider

## Model
- **Architecture:** Bidirectional GRU
- **Accuracy:** 97.47% Top-1, 99.75% Top-3
- **Training Data:** Google Quick Draw dataset

## How It Works
1. Draw an animal on the canvas
2. Click **Predict**
3. Your strokes are captured and preprocessed to match Quick Draw format
4. The RNN model predicts which animal you drew