vanshtyagi1/sign-language-api

Sign Language Recognition API

CNN model for recognizing ASL hand signs (A-Y)

Accuracy: 96% Classes: 24 letters Architecture: 6-layer CNN with BatchNormalization

API Endpoints

GET /

Health check

POST /predict

Upload image and get prediction

Request: { "image": "base64encodedimage_string" }

Response: { "success": true, "prediction": "A", "confidence": 0.95, "top5": [...] }