tf1.15的模型怎么转换成tflite
时间: 2023-12-10 14:38:59 浏览: 147
将TensorFlow 1.x模型转换为TensorFlow Lite(TFLite)格式的步骤如下:
1.安装TensorFlow 1.x和TensorFlow Lite Python库。
```
pip install tensorflow==1.15
pip install tensorflow-hub
pip install tensorflow==1.15
```
2.使用`tf.compat.v1.keras.models.load_model`加载模型。
```python
import tensorflow as tf
# Load the model
model = tf.compat.v1.keras.models.load_model('path/to/model.h5')
```
3.使用`tf.lite.TFLiteConverter.from_keras_model_file`将模型转换为TFLite格式。
```python
converter = tf.lite.TFLiteConverter.from_keras_model_file('path/to/model.h5')
tflite_model = converter.convert()
```
4.将TFLite模型保存到磁盘。
```python
with open('converted_model.tflite', 'wb') as f:
f.write(tflite_model)
```
这样就可以将TensorFlow 1.x模型转换为TFLite格式了。
阅读全文
相关推荐














