ended3월 24일· 1 sources

From Pixels to Diagnosis: Building a Real-Time Skin Lesion Classifier with Flutter & ViT

픽셀에서 진단까지: Flutter와 ViT를 활용한 실시간 피부 병변 분류기 구축

Why it matters

This guide demonstrates building an offline, privacy-first skin lesion classification app using Flutter and a quantized Vision Transformer (ViT) model via TensorFlow Lite. It covers the full pipeline from post-training quantization of a ViT model to mobile integration using the tflite_flutter plugin, enabling zero-latency inference without transmitting sensitive medical images off-device.

1
Sources
+0
24h
Growth
181d
Active
FlutterVision TransformerTensorFlow Liteskin lesion classifieron-device MLquantization

Sources

Related Issues