Research
Distorted Sequence Recognition
Reading warped, noisy character sequences with a CRNN trained from scratch.
- When
- May – Jun 2026
- Crew
- Solo
- Domain
- AI
- Stack
- PyTorch · CRNN · BiLSTM · CTC
SR-12 · TelemetrySim
Mission report
A CNN, a BiLSTM and CTC loss, written from scratch in PyTorch and trained on 20,000 images over a 31-symbol alphabet, with augmentation and checkpoints picked by validation character error rate.