| title | Doodle Recognition |
|---|---|
| emoji | 🎨 |
| colorFrom | blue |
| colorTo | purple |
| sdk | docker |
| pinned | false |
A deep learning web app that recognizes hand-drawn doodles in real-time.
- Real-time prediction as you draw
- Multiple models: ResNet classification and OpenCV similarity matching
- Challenge mode: Get random words to draw and earn points
- 340 categories of doodles to recognize
- ResNet: Deep learning classification model trained on Quick, Draw! dataset
- Similarity: OpenCV-based template matching using SIFT features
- Flask web server
- PyTorch for deep learning
- OpenCV for similarity matching
- HTML5 Canvas for drawing