kevincostner2213/alphabet-predicter

Alphabet Predicter

Innomatics — air-draw A–Z with MediaPipe + OpenCV + Random Forest (~85.6% accuracy).

Files

• app_alphabet.py — Streamlit app
• models/alphabet_rf_pipeline.pkl — tuned Random Forest (~149MB)
• models/label_encoder.pkl
• requirements.txt / Dockerfile.alphabet — for Docker / HF Space (needs PRO)

Run locally

pip install -r requirements.txt
streamlit run app_alphabet.py --server.port=8504

Live Space

Docker/Streamlit Spaces on free CPU currently require Hugging Face PRO.
Existing Docker Space: could not create alphabet-predicter Space (402).

GitHub: https://github.com/kevincostner17/innomatics