occia / ce7454-group3-project

Project code repo for ce7454 course (deep learning)

ce7454-group3-project

This is the group3 homework for ce7454, authors are Palina, David, and Zhang Cen.

Look at the Master_Notebook_For_CE7454_Group3.ipynb, it contains all the docs and the whole flow.

If you need to reproduce every thing we done, follow the master notebook first and then the sub notebooks, and download our training dataset from here.

File architecture

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├── README.md                                     # This readme
├── Master_Notebook_For_CE7454_Group3.ipynb       # Master notebook
├── Sec_2_2_2_model_training.ipynb                # notebook for sec_2_2_2
├── Sec_2_3_training_pipeline.ipynb               # notebook for sec_2_3
├── Sec_3_1_experiments.ipynb                     # notebook for sec_3_1
├── Sec_3_2_evaluation.ipynb                      # notebook for sec_3_2
├── data 
├── doc
├── opencv_face_detector.pbtxt
├── opencv_face_detector_uint8.pb
├── presentation
├── requirements.txt
└── src                                           # some source code used as modules by the notebook
    ├── README.md
    ├── evaluation
    ├── neural_network
    ├── preprocess
    └── scraper