diff --git a/tensorflow2fluid/README.md b/tensorflow2fluid/README.md index e818da224198937387c0178b50232cc9c7a40fe4..8be52ef9a7ce4c719c1f8ae2fac4d0337ac3b5bc 100644 --- a/tensorflow2fluid/README.md +++ b/tensorflow2fluid/README.md @@ -3,8 +3,6 @@ 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。 -> `环境依赖` -> `使用方法` **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!** @@ -98,6 +96,17 @@ tensorflow2fluid在如下tensorflow模型上测试了模型转换前后的diff | | [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!