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ultralytics/docs/en/reference/utils/export/tensorflow.md
Jing Qiu 82d3b50996
Refactor exports for saved_model/pb/edgetpu/tfjs formats (#22115) 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Ultralytics Assistant <135830346+UltralyticsAssistant@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2025-10-30 22:45:58 +08:00

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description keywords
TensorFlow export utilities for converting PyTorch models to various TensorFlow formats. Provides functions for converting models to TensorFlow SavedModel, Protocol Buffer (.pb), TensorFlow Lite, Edge TPU, and TensorFlow.js formats via ONNX intermediate representation with support for INT8 quantization and calibration. Ultralytics, TensorFlow, SavedModel, Protocol Buffer, TensorFlow Lite, TFLite, Edge TPU, TensorFlow.js, ONNX conversion, PyTorch to TensorFlow, INT8 quantization, model calibration, frozen graph, onnx2tf, model export, web deployment, mobile deployment

Reference for ultralytics/utils/export/tensorflow.py

!!! note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/export/tensorflow.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/export/tensorflow.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/export/tensorflow.py) 🛠️. Thank you 🙏!

::: ultralytics.utils.export.tensorflow.tf_wrapper




::: ultralytics.utils.export.tensorflow._tf_inference




::: ultralytics.utils.export.tensorflow.tf_kpts_decode




::: ultralytics.utils.export.tensorflow.onnx2saved_model




::: ultralytics.utils.export.tensorflow.keras2pb




::: ultralytics.utils.export.tensorflow.tflite2edgetpu




::: ultralytics.utils.export.tensorflow.pb2tfjs




::: ultralytics.utils.export.tensorflow.gd_outputs