Dulya8/vit-model

SquintVue ViT Inference Endpoint

This repository contains the deployed Vision Transformer inference model for SquintVue.

Model

• File: strabismus_vit.keras
• Framework: TensorFlow / Keras
• Backbone: ViT Base Patch16 224
• Classes:
  • ESOTROPIA
  • EXOTROPIA
  • HYPERTROPIA
  • HYPOTROPIA
  • UBIPR_Healthy_Eyes

Input

JSON request body:

{ "inputs": { "image_base64": "BASE64_ENCODED_IMAGE" } }

Output

{ "predicted_class": "UBIPR_Healthy_Eyes", "confidence": 0.9631, "confidence_percentage": 96.31, "class_probabilities": [ { "label": "ESOTROPIA", "probability": 0.0086, "percentage": 0.86 } ], "model_input_size": [224, 224], "xai_ready": false }