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An implement of origin faster-rcnn based on tensorflow 2.x and visualize it.使用Tensorflow2.x实现了faster-rcnn并可视化算法运行流程

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cmd23333/Faster-rcnn-tensorflow2.x

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Faster-rcnn-tensorflow2.x

An implement of origin faster-rcnn based on tensorflow 2.x and visualize it.

使用Tensorflow2.x实现了faster-rcnn并可视化算法运行流程

2020.12.9

最近忙着写毕业论文,issue里提到的问题后面都会跟进的。包括 训练过程不稳定、用vgg16预训练权重、predict函数没有写完整等等,写完论文会改的 =。=

Details

https://zhuanlan.zhihu.com/p/157907380

https://blog.csdn.net/cmd233333/article/details/107170022

both for Chinese readers.

but the image is easy to understand and I believe English readers could see it.

any question, just issue or contact me at cmd2333@qq.com

Requirement

tensorflow 2.x

tensorboard

Usage

改变config.voc_data_dir为本地VOC数据集路径,运行trainer.py即可。

Dataset

VOC2007(or any customed dataset in the form of VOC)

you could download it by its official website or Baidu CouldDisk as below

link: https://pan.baidu.com/s/170jE4b1t841g1Ax_2i9P6g

password: uxg8

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An implement of origin faster-rcnn based on tensorflow 2.x and visualize it.使用Tensorflow2.x实现了faster-rcnn并可视化算法运行流程

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