未验证 提交 aa22c5e6 编写于 作者: J Jason 提交者: GitHub

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tensorflow2fluid支持将训练好的TensorFlow模型转换为PaddlePaddle模型,包括基于PaddlePaddle实现的模型前向计算网络python代码,以及PaddlePaddle可加载的模型参数文件。
> <a href="#环境依赖">`环境依赖`</a>
> <a href="#使用方法">`使用方法`</a>
**我们计划专门梳理出指南文档,对比TensorFlow与PaddlePaddle的差异,帮助TensorFlow用户快速上手PaddlePaddle的使用,文档后续会整理在doc目录下,欢迎有需求的同学关注!**
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| | [YOLO-V3] | [code](https://github.com/mystic123/tensorflow-yolo-v3) | 6.20E-04 |
|语义分割| [Unet] | [code](https://github.com/jakeret/tf_unet) | 4.17E-07 |
| 模型类别 | 模型 | Code | 最大diff |
| -------- | ------------- | ------ | -------- |
| 图像分类 | VGG_16 | [code](https://github.com/tensorflow/models/blob/master/research/slim/nets/vgg.py) | 1.04E-05 |
| | VGG_19 | [code](https://github.com/tensorflow/models/blob/master/research/slim/nets/vgg.py) | 9.07E-06 |
| | ResNet V1 50 | [code](https://github.com/tensorflow/models/blob/master/research/slim/nets/resnet_v1.py) | 1.31E-06 |
| | ResNet V1 101 | [code](https://github.com/tensorflow/models/blob/master/research/slim/nets/resnet_v1.py) | 4.74E-07 |
| | Inception V3 | [code](https://github.com/tensorflow/models/blob/master/research/slim/nets/inception_v3.py) | 1.55E-04 |
| 目标检测 | YOLO-Small | [code](https://github.com/gliese581gg/YOLO_tensorflow) | 1.40E-06 |
| | YOLO-V3 | [code](https://github.com/mystic123/tensorflow-yolo-v3) | 6.20E-04 |
| 语义分割 | Unet | [code](https://github.com/jakeret/tf_unet) | 4.17E-07 |
## Link
本目录下部分代码参考了MMdnn-Tensorflow,对此表示感谢!
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