* If samples should be augmented during training, create the dict required by augment_dl_samples. * Here, we set the augmentation percentage and method. create_dict (AugmentationParam) * Percentage of samples to be augmented. set_dict_tuple (AugmentationParam, 'augmentation_percentage', 50) * ...
The procedure augment_dl_samples has been extended to handle instance segmentation data. The procedure evaluate_dl_model has been extended with the generic parameter 'evaluate_mask'. For instance segmentation models, the IoU of instances is computed on the predicted object masks. Setting 'evaluate_...
augment_dl_samples create_dl_preprocess_param create_dl_preprocess_param_from_model dev_display_dl_data dev_display_dl_data_tiled evaluate_dl_model preprocess_dl_samples preprocess_dl_model_images preprocess_dl_model_augmentation_data train_dl_model ...
-'evaluation':GenParamValue中提供的相应字典将传递给valuate_dl_model。有关更多信息,请参见Evaluation_dl_model的文档。-'augment':GenParamValue中提供的相应字典将传递给invoke_dl_samples。有关更多信息,请参见extended_dl_samples文档。-'change':GenParamValue中提供的相应字典指定了在训练过程中更改的参数。
新的数据增强方式 Using the augmentation parameter 'remove_pixel' AugmentationParam := dict{} AugmentationParam.remove_pixel := [3,7] augment_dl_samples (DLSampleBatch, AugmentationParam) 使用流程 read_dl_model set_dl_model_param train_dl_model apply_dl_model 成功案例 ▪ ~5000 images (128k...
新的数据增强方式 Using the augmentation parameter remove_pixel AugmentationParam := dict{} AugmentationParam.remove_pixel := [3,7] augment_dl_samples (DLSampleBatch, AugmentationParam) 使用流程 read_dl_model set_dl_model_param train_dl_model apply_dl_model 成功案例 ▪ ~5000 images (128k ...
(Image1, Image, 1) gen_dl_samples_from_images (Image, DLSampleBatch) preprocess_dl_samples (DLSampleBatch, DLPreprocessParam) apply_dl_model (DLModelHandle, DLSampleBatch, [], DLResultBatch) *解析检测结果 DLSample := DLSampleBatch DLResult := DLResultBatch * get_dict_tuple (DLResult,...
A change strategy denotes the strategy, when and how hyperparameters are changed during the training of a DL model.class (类)Classes are discrete categories (离散类别) (e.g., 'apple', 'peach', 'pear') that the network distinguishes. In HALCON, the class of an instance is given by its...
dev_update_off()*分类的数据增强if(Enhanced>0)data_enhanced_classify(DLDataset,Enhanced,ImageFormat,ImageFill,DLDataset)endif*预处理输出文件夹 ExampleDataDir:='defects_data'DataDirectoryBaseName:=ExampleDataDir+'/dldataset'*预处理前删除上次数据 ...
The new procedure augment_dl_samples can be used to augment DLSamples for training. The new procedure set_dl_model_param_max_gpu_batch_size can be used to determine the maximum available batch size for a DLModel with respect to the available GPU memory. Please note that this functionality ...