The parameter DLDeviceHandle specifies the deep learning device for which the model is optimized. Whether the device supports optimization can be determined using get_dl_device_param with 'conversion_supported'. After a successful execution, optimize_dl_model_for_inference sets the parameter '...
optimize_dl_model_for_inference()Optimize a model for inference on a device via the AI2-interface.The parameterDLSamplesspecifies the samples on which the calibration is based. As a consequence they should be representative. It is recommended to provide them from the training split. For most ap...
优化深度学习模型进行推理，`optimize_dl_model_for_inference`函数通过AI2接口完成。建议使用的`DLSamples`样本应具有代表性，通常每个类别提供10-20个样本即可达到良好的结果。获取设备参数使用`get_dl_device_param`函数，反之，`set_dl_device_param`用于设置设备参数。深度学习模型参数的设置与获取，`s...
Instead, optimize_dl_model_for_inference returns the error 7917 ("Unsupported operation on converted model") in this case. More information. Due to an internal bug, the Inception_v1 model from the ONNX model zoo could be read in and the runtime could be set to 'cpu' but returned pure ...
* To convert the model to'float16'/'float32'precision, no samples have to be provided to* optimize_dl_model_for_inference.* No additional conversion parameters are required, so use thedefaultparameters.get_dl_device_param (DLDeviceHandleOpenVINO,'optimize_for_inference_params', OptimizeForInferen...
create_dl_model_detection(算子名称) 名称 create_dl_model_detection— Create a deep learning network for object detection or instance segmentation. 参数签名 描述 With the operatorcreate_dl_model_detectiona deep learning network for object detection or instance segmentation is created. See the chapterDe...
The devices that are supported directly through HALCON are equivalent to those that can be set to a deep learning model viaset_dl_model_paramusing'runtime'='cpu'or'runtime'='gpu'. HALCON provides an internal implementation for the inference or training of a deep learning model for those dev...
'type', ModelType):请求模型对图像施加的要求DLModelHandle含有的参数:get_dict_tuple (DLDataset, 'samples', DLS halcon 释放深度学习模型 深度学习 人工智能 机器学习 lua halcon深度学习推理显卡GPU halcon deep learn tool 一、常见问题及解决办法 1、set_dl_model_param(DLModelHandle, ‘gpu’, ...
Python下的VGG网络模型源码: importtensorflowastfclassVGG16(Model):def__init__(self):super(VGG16,self).__init__()#1self.c1=Conv2D(filters=64,kernel_size=(3,3),padding='same') # 卷积层1self.b1=BatchNormalization()# BN层1self.a1=Activation('relu') # 激活层1# 2self.c2=Conv2D(filter...
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...