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Elliot Sones
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metadata
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