Schedule

[2018-04-30] Wrap-up

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[2018-04-23] Program integration

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[2018-04-16] Model Extraction and Prediction applied

1. Reselect Images
2. Trained the Model in local environment ( 5000 iterations in 2 days)
3. Working on Python Script which will be integrated with the trained model

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[2018-04-09] Dataset scale down and Hyper Parameter Tuning

1. Resize the images from dataset from 1024 x 768 to 400 x 300
2. Applied hyper parameter tuning by external configuration file

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[2018-04-02] Cloud ML Engine setup and Local Model Training

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[2018-03-25] Google Cloud ML Engine setup for GPU leverage

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[2017-03-12] Spring Break

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[2018-03-05] Data recollect and Single Shot Detector (SSD) study

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[2018-02-30] Learning Model study and parameter configured (may take a long time)

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[2018-02-27] Mid-term

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[2018-02-23] Flow Diagram constructed, training images collected and labeled (huge load of work) and pre-processed

The OpenCV suddenly cannot work with Pycharm

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[2018-02-18] Learning model study, built and test (Softmax, Convolutional Neural Network), Study of CNN structure and tested with different activation function

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[2018-02-11] Implemented utilization package

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[2018-02-05] Research on TensorFlow and prototype building

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[2018-02-02] OpenCV installation and research

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[2018-01-29] Preliminary research

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[2018-01-22] Create a project site