ai_patint_controller.dart 7.6 KB

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  1. import 'dart:convert';
  2. import 'package:fis_measure/interfaces/process/player/play_controller.dart';
  3. import 'package:fis_measure/interfaces/process/workspace/application.dart';
  4. import 'package:fis_measure/process/workspace/measure_data_controller.dart';
  5. import 'package:fis_measure/view/paint/ai_patint_state.dart';
  6. import 'package:fis_measure/view/paint/date_structure.dart';
  7. import 'package:fis_measure/view/player/controller.dart';
  8. import 'package:fis_measure/view/player/enums.dart';
  9. import 'package:flutter/material.dart';
  10. import 'package:get/get.dart';
  11. class AiPatintController extends GetxController {
  12. static const _HAS_VIEW_STATUS_ARR = [VidPlayStatus.play, VidPlayStatus.pause];
  13. /// 播放器控制器
  14. final VidPlayerController controller;
  15. final state = AiPatintState();
  16. late final application = Get.find<IApplication>();
  17. /// 测量AI数据
  18. final measureData = Get.find<MeasureDataController>();
  19. /// 播放控制器
  20. final playerController = Get.find<IPlayerController>();
  21. /// ai结果图展示
  22. late List<Offset> aiResultsList = [];
  23. /// 获取病灶大小
  24. late String description;
  25. /// ai结果点集
  26. late AiDotsResults aiDotsResults;
  27. /// ai结果点集List
  28. late List<AiDotsResults> aiDotsResultsList;
  29. /// ai结果数据
  30. late List<AIDetectedObject> aiDetectedObject = [];
  31. /// ai部位
  32. late DiagnosisOrganEnum diagnosisOrgan = DiagnosisOrganEnum.Null;
  33. // late double unitsPhysicalPixels =
  34. // application.currentViewPort.region.width / application.frameData!.width;
  35. /// 是否是播放状态
  36. get isPlay => playerController.status == VidPlayStatus.play;
  37. /// ai json 数据
  38. late String? aiResults = '';
  39. /// ai的横纵坐标 四个点
  40. late Offset p1 = Offset.zero;
  41. late Offset p2 = Offset.zero;
  42. late Offset p3 = Offset.zero;
  43. late Offset p4 = Offset.zero;
  44. /// 视频时的画面
  45. double left = -1;
  46. double top = -1;
  47. double width = -1;
  48. double height = -1;
  49. /// 当前帧数
  50. int? frameIndex;
  51. AiPatintController(this.controller);
  52. @override
  53. void onInit() {
  54. _addListenrs();
  55. super.onInit();
  56. }
  57. @override
  58. void dispose() {
  59. super.dispose();
  60. _removeListenrs();
  61. }
  62. void onMeasuredAIResultsInfoChanged(Object sender, String e) {
  63. try {
  64. if (e.isNotEmpty && e != "[]") {
  65. aiResults = e;
  66. final measureDataAIResults = jsonDecode(
  67. aiResults ?? '',
  68. );
  69. state.aiResult.clear();
  70. for (var element in (measureDataAIResults as List)) {
  71. if (element != null) {
  72. state.aiResult.add(
  73. AIDiagnosisPerImageDTO.fromJson(
  74. element,
  75. ),
  76. );
  77. } else {
  78. state.aiResult.add(AIDiagnosisPerImageDTO());
  79. }
  80. }
  81. } else {
  82. aiResults = '';
  83. state.aiResult.clear();
  84. }
  85. } catch (e) {
  86. print(e);
  87. }
  88. }
  89. /// 单帧图处理
  90. void onSingleFrameImage(
  91. List<AIDetectedObject>? detectedObjects,
  92. double widthScale,
  93. ) {
  94. aiDetectedObject = detectedObjects ?? [];
  95. for (int m = 0; m < detectedObjects!.length; m++) {
  96. final List<AIDiagnosisPoint2D>? contours = detectedObjects[m].contours;
  97. if (contours!.isNotEmpty && detectedObjects[m].descriptions!.isNotEmpty) {
  98. description = detectedObjects[m]
  99. .descriptions![detectedObjects[m].descriptions!.length - 1]
  100. .value!;
  101. final descriptions = jsonDecode(description);
  102. if (_HAS_VIEW_STATUS_ARR.contains(state.vidStatus)) {
  103. aiResultsList = [];
  104. for (int i = 0; i < contours.length; i++) {
  105. if (i % 9 == 0) {
  106. aiResultsList.add(Offset(
  107. contours[i].x * widthScale,
  108. contours[i].y * widthScale,
  109. ));
  110. }
  111. p1 = Offset(descriptions['HorizontalPoint1']['X'] * widthScale,
  112. descriptions['HorizontalPoint1']['Y'] * widthScale);
  113. p2 = Offset(descriptions['HorizontalPoint2']['X'] * widthScale,
  114. descriptions['HorizontalPoint2']['Y'] * widthScale);
  115. p3 = Offset(descriptions['VerticalPoint1']['X'] * widthScale,
  116. descriptions['VerticalPoint1']['Y'] * widthScale);
  117. p4 = Offset(descriptions['VerticalPoint2']['X'] * widthScale,
  118. descriptions['VerticalPoint2']['Y'] * widthScale);
  119. aiDotsResults = AiDotsResults(
  120. aiResultsIndex: m,
  121. aiResultsList: aiResultsList,
  122. p1: p1,
  123. p2: p2,
  124. p3: p3,
  125. p4: p4,
  126. );
  127. }
  128. aiDotsResultsList.add(aiDotsResults);
  129. }
  130. }
  131. }
  132. }
  133. /// ai处理图片结果
  134. bool onGetAIResultsInfo(double widthScale) {
  135. if (state.aiResult.isEmpty) {
  136. return false;
  137. } else if (state.aiResult.length == 1) {
  138. final diagResultsForEachOrgan =
  139. state.aiResult[0].diagResultsForEachOrgan?[state.aiResultIndex];
  140. final detectedObjects = diagResultsForEachOrgan!.detectedObjects;
  141. diagnosisOrgan = diagResultsForEachOrgan.organ;
  142. updateFeatures();
  143. if (detectedObjects!.isNotEmpty) {
  144. onSingleFrameImage(
  145. detectedObjects,
  146. widthScale,
  147. );
  148. return true;
  149. } else {
  150. return false;
  151. }
  152. } else {
  153. updateFeatures();
  154. final diagResultsForEachOrgan = state.aiResult[state.frameIndex]
  155. .diagResultsForEachOrgan?[state.aiResultIndex];
  156. diagnosisOrgan =
  157. diagResultsForEachOrgan?.organ ?? DiagnosisOrganEnum.Null;
  158. final detectedObjects = diagResultsForEachOrgan?.detectedObjects;
  159. if (state.vidStatus == VidPlayStatus.pause) {
  160. if (detectedObjects!.isNotEmpty) {
  161. onSingleFrameImage(
  162. detectedObjects,
  163. widthScale,
  164. );
  165. }
  166. return true;
  167. } else if (state.vidStatus == VidPlayStatus.play) {
  168. if (detectedObjects?.isNotEmpty ?? false) {
  169. for (int m = 0; m < detectedObjects!.length; m++) {
  170. final organBoundBox =
  171. detectedObjects[m].boundingBox ?? AIDiagnosisRect();
  172. bool isLiver = diagnosisOrgan == DiagnosisOrganEnum.Liver;
  173. // 判断病灶是否是肝脏的弥漫性
  174. if (detectedObjects[m].label != 0) {
  175. if (isLiver) {
  176. if (detectedObjects[m].label < 5) {
  177. left = organBoundBox.left * widthScale;
  178. top = organBoundBox.top * widthScale;
  179. width = organBoundBox.width * widthScale;
  180. height = organBoundBox.height * widthScale;
  181. }
  182. } else {
  183. left = organBoundBox.left * widthScale;
  184. top = organBoundBox.top * widthScale;
  185. width = organBoundBox.width * widthScale;
  186. height = organBoundBox.height * widthScale;
  187. }
  188. }
  189. }
  190. return true;
  191. } else {
  192. return false;
  193. }
  194. }
  195. return false;
  196. }
  197. }
  198. void updateFeatures() {
  199. aiDotsResults = AiDotsResults(
  200. aiResultsIndex: 0,
  201. aiResultsList: [],
  202. p1: Offset.zero,
  203. p2: Offset.zero,
  204. p3: Offset.zero,
  205. p4: Offset.zero,
  206. );
  207. state.aiResultIndex = 0;
  208. aiDotsResultsList = [];
  209. left = 0;
  210. top = 0;
  211. width = 0;
  212. height = 0;
  213. }
  214. void _addListenrs() async {
  215. measureData.aiResultsInfoChanged
  216. .addListener(onMeasuredAIResultsInfoChanged);
  217. if (measureData.aiResults.isNotEmpty) {
  218. onMeasuredAIResultsInfoChanged(this, measureData.aiResults);
  219. }
  220. }
  221. void _removeListenrs() {
  222. measureData.aiResultsInfoChanged
  223. .removeListener(onMeasuredAIResultsInfoChanged);
  224. }
  225. }