tflite_convert是一个命令行工具,用于将TensorFlow模型转换为TensorFlow Lite模型。TensorFlow Lite是一种用于在移动、嵌入式和物联网设备上部署机器学习模型的轻量级解决方案。 使用tflite_convert命令行工具,可以将训练好的TensorFlow模型转换为适用于移动设备的TensorFlow Lite模型。以下是一个tflite_convert命令行工作示例...
1- 进入 Tensorflow 源码文件夹(以便bazel可以无需配置找打相应路径) 2- 转换可执行文件 bazel run --config=opt \ //tensorflow/contrib/lite/toco:toco -- \ --input_file=/tmp/mobilenet_v1_1.0_224_frozen.pb \ # 待转换模型路径 --output_file=/tmp/tflit ...
Convert a TensorFlow frozen graph to a TensorFlow lite (tflite) file (Part 3) Transfer learning 一、訓練準備 curl -Ohttp://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_quantized_300x300_coco_2019_01_03.tar.gztar xzf ssd_mobilenet_v2_quantized_300x300_coco_2019_01_03.ta...
python freeze_graph.py model_pc_eval facenet.pb 将生成的facenet.pb转化为tflite格式: tflite_convert --output_file model_mobile_eval/facenet.tflite --graph_def_file facenet.pb --input_arrays "input" --input_shapes "1,160,160,3" --output_arrays output --output_format TFLITE 祝贺你,你会...
tflite_convert --output_file=model.tflite --saved_model_dir=/path/to/saved_model ``` 在这个示例中,我们使用tflite_convert将指定路径下的TensorFlow SavedModel转换为一个名为model.tflite的.tflite文件。 4. 总结 tflite_convert是一个非常有用的工具,它使得将TensorFlow模型转换为TensorFlow Lite模型变得...
Lines 1 to 12 inbbfafea # YOLOv5 🚀 by Ultralytics, GPL-3.0 license """ TensorFlow/Keras and TFLite versions of YOLOv5 Authored by https://github.com/zldrobit in PR https://github.com/ultralytics/yolov5/pull/1127 Usage:
System information OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10 TensorFlow installed from (source or binary): source if i remember correctly TensorFlow version (or github SHA if from source): 2.3.1 Command used to ...
Source File: sparse_tensor.py From Serverless-Deep-Learning-with-TensorFlow-and-AWS-Lambda with MIT License 5 votes def convert_to_tensor_or_sparse_tensor(value, dtype=None, name=None): """Converts value to a `SparseTensor` or `Tensor`. Args: value: A `SparseTensor`, `SparseTensor...
2. Using Command: To execute the cmd you have to install TensorFlow with pip in your system. Here is the step to install TenserFlow.Now run below command.tflite_convert \ --saved_model_dir=/tmp/fruits_model \ --output_file=/tmp/fruits_model.tfliteVisit...
量化压缩,对于量化有两种,一种是以TensorFlow为代表的,quantization-aware training,其完整的路线是Tensorflow -> TFLite Convert -> TFLite,其在工业界应用很广泛,还有一种是类似TensonRT这种,深度学习推理引擎做量化。我认为这两种都应该支持,如MNN目前就是支持这两种,而TVM也是。第一种抛开不谈,这种支持没有什么...