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Feature Point Detection With CNN

This is an example of Face Feature Point Detection

Prerequisities

The following dependencies are needed:

  • numpy >= 1.11.1
  • SimpleITK >=1.0.1
  • opencv-python >=3.3.0
  • tensorflow-gpu ==1.8.0
  • pandas >=0.20.1
  • scikit-learn >= 0.17.1

How to Use

The data come from Kaggle face feature point, when you download the train and test csv file, run the featurePointtrain.py for training, run the featurePointpredict.py for predict.

The loss and model result

I also attach the trained model in the project, download trained model: https://pan.baidu.com/s/1UJHsKUzLVl-uOA61NcsPIQ passport: 4sei

There is some result image: one is the kaggle test data result, another is the nba star face detection result

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