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coffee19850519 authored Jan 5, 2020
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* @Description: In User Settings Edit
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# How to use gait model
# How to use gait model

## Requistments
1. tensorflow-gpu >= 1.10.0
2. python >= 3.6
3. opencv-python >= 2.4.8
4. scipy
5. numpy
6. matplotlib

## File Introduction
* Folder:
* image —— It stores the frame data after the video has been converted to a frame
* models —— Pose-estimation pre-trained model ,if you want know more about it ,please click [here](https://github.com/marian-margeta/gait-recognition)
* models_pose —— another Pose-estimation pre-trained model,but trained data is different from 'models'
* Folder(should create manually before running):
* ./image/frames_data/ —— Cache frame data after the video has been converted
* ./models/ —— Pose-estimation pre-trained models ,download them from [here](https://github.com/marian-margeta/gait-recognition/tree/master/models)
* ./models_pose/ —— Alternative Pose-estimation pre-trained model,download from [here](https://drive.google.com/file/d/1bNoZkuI0TCqf_DV613SOAng3p6Y0Si6a/view)

* File
* Core Files
* video_to_pic.py —— convert videos data into frames data
* pose_estimation.py —— estimate the pose of people of frames data,and generate the pose-vector ,save pose-vector data as TFrecords files.
* gait_model.py —— define the gait model:3D Resnet model , able to train and validate
* test_model.py —— test the model use test data
* other files
* other files are supportive

## How to use
1. run `python pose_estimation.py -h` to get the parameters information ,such as :
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* ![](./temp/5.png)

## Environment configuration
1. Linux
2. tensorflow-gpu 1.10.0
3. python 3.6
4. opencv 2.4.8
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