fix: repair recognition — migrate vision model and fix XFile handling

- Replace decommissioned llama-3.2-11b-vision-preview with
  meta-llama/llama-4-scout-17b-16e-instruct (Groq deprecation)
- Use XFile.readAsBytes() instead of File(path).readAsBytes() so
  Android content URIs (from gallery picks) are read correctly
- Add maxWidth/maxHeight constraints to image picker calls to reduce
  payload size
- Increase receiveTimeout from 30s to 120s to accommodate slow vision AI
- Log recognition errors via debugPrint instead of swallowing them

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
dbastrikin
2026-02-22 11:41:33 +02:00
parent deceedd4a7
commit 612a0eda60
4 changed files with 28 additions and 17 deletions

View File

@@ -1,5 +1,6 @@
import 'dart:convert';
import 'dart:io';
import 'package:image_picker/image_picker.dart';
import '../../core/api/api_client.dart';
@@ -108,7 +109,7 @@ class RecognitionService {
final ApiClient _client;
/// Recognizes food items from a receipt photo.
Future<ReceiptResult> recognizeReceipt(File image) async {
Future<ReceiptResult> recognizeReceipt(XFile image) async {
final payload = await _buildImagePayload(image);
final data = await _client.post('/ai/recognize-receipt', data: payload);
return ReceiptResult(
@@ -122,7 +123,7 @@ class RecognitionService {
}
/// Recognizes food items from 13 product photos.
Future<List<RecognizedItem>> recognizeProducts(List<File> images) async {
Future<List<RecognizedItem>> recognizeProducts(List<XFile> images) async {
final imageList = await Future.wait(images.map(_buildImagePayload));
final data = await _client.post(
'/ai/recognize-products',
@@ -134,17 +135,18 @@ class RecognitionService {
}
/// Recognizes a dish and estimates its nutritional content.
Future<DishResult> recognizeDish(File image) async {
Future<DishResult> recognizeDish(XFile image) async {
final payload = await _buildImagePayload(image);
final data = await _client.post('/ai/recognize-dish', data: payload);
return DishResult.fromJson(data);
}
Future<Map<String, String>> _buildImagePayload(File image) async {
Future<Map<String, String>> _buildImagePayload(XFile image) async {
final bytes = await image.readAsBytes();
final base64Data = base64Encode(bytes);
final ext = image.path.split('.').last.toLowerCase();
final mimeType = ext == 'png' ? 'image/png' : 'image/jpeg';
// XFile.mimeType may be null on some platforms; fall back to path extension.
final mimeType = image.mimeType ??
(image.path.toLowerCase().endsWith('.png') ? 'image/png' : 'image/jpeg');
return {'image_base64': base64Data, 'mime_type': mimeType};
}
}