HDevelop24.11如何获取深度学习模型的预测结果

HDevelop24.11联合 DL24.12进行深度学习开发时，引入DL导出的语义分割模型，在HDevelop中没有相关算子来获取模型检测的结果，有大神知道该怎么弄嘛

1. //这是导出的模型文件
   
2. 
   
3. 
   
4. PathToPreprocessParamFile := 'C:/Users/18301/Desktop/缺陷检测/model_训练-250219_opt_dl_preprocess_params.hdict'
   
5. PathToTrainedModel := 'C:/Users/18301/Desktop/缺陷检测/model_训练-250219_opt.hdl'
   
6. 
   
7. 
   
8. 
   
9. //后续代码是这样的,只有显示数据的算子，没有获取数据的算子
   
10. 
    
11. read_dict (PathToPreprocessParamFile, [], [], DLPreprocessParam)
    
12. read_dl_model (PathToTrainedModel, DLModelHandle)
    
13. stop ()
    
14. query_available_dl_devices (['runtime', 'runtime'], ['gpu', 'cpu'], DLDeviceHandles)
    
15. if (|DLDeviceHandles| == 0)
    
16.     throw ('No supported device found to continue this example.')
    
17. endif
    
18. 
    
19. DLDevice := DLDeviceHandles[0]
    
20. 
    
21. BatchSizeInference := 1
    
22. set_dl_model_param (DLModelHandle, 'batch_size', BatchSizeInference)
    
23. 
    
24. set_dl_model_param (DLModelHandle, 'device', DLDevice)
    
25. DLDataInfo := dict{}
    
26. get_dl_model_param (DLModelHandle, 'class_names', DLDataInfo.class_names)
    
27. get_dl_model_param (DLModelHandle, 'class_ids', DLDataInfo.class_ids)
    
28. 
    
29. read_image (Image, 'C:/Users/18301/Desktop/缺陷检测/LAM540B-043#-20250210/Image_20250110002806865.bmp')
    
30. dev_display (Image)
    
31. gen_dl_samples_from_images (Image, DLSample)
    
32. preprocess_dl_samples (DLSample, DLPreprocessParam)
    
33. apply_dl_model (DLModelHandle, DLSample, [], DLResult)
    
34. WindowHandleDict := dict{}
    
35. dev_display_dl_data (DLSample, DLResult, DLDataInfo, 'segmentation_image_result', [], WindowHandleDict)
    
36. 
    
37. //
    

复制代码

1. create_dict (GenParamDisplay)
   
2. set_dict_tuple (GenParamDisplay, 'segmentation_exclude_class_ids', 0)
   
3. set_dict_tuple (GenParamDisplay, 'segmentation_transparency', '80')
   
4. set_dict_tuple (GenParamDisplay, 'font_size', 16)
   
5. dev_display_dl_data (DLSampleBatch[SampleIndex], DLResultBatch[SampleIndex], DatasetInfo, 'segmentation_image_result', GenParamDisplay, WindowHandleDict)
   
6. get_dict_tuple (WindowHandleDict, 'segmentation_image_result', WindowHandles)

复制代码

接下来应该会了吧

x55admin 发表于 2025-3-8 08:46
接下来应该会了吧

感谢大神，此前已经琢磨出来啦