- Jun 19, 2023
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-Separated landmarks, confidence scores and mfccs into different arrays. - Dataset arrays now storing as Tensors - Dataset now includes all 20 or 19 videos clips, instead of just clip1 - Cleaned up debug prints
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- Jun 05, 2023
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- May 07, 2023
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Dataset class len() and getitem() overloading, and variable name cleanup for functions
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- Apr 18, 2023
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Added dataset class, added code to import landmark data and mfcc data from files. Needs further development to allow for the use of dataloader iterator for training the CNN.
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- Apr 07, 2023
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- Feb 19, 2023
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Code is rough, i.e. needs a bit of clean up and proper commenting throughout... But it is fully functional... MFCC generation consistency with total number of frames is not checked yet however
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- Feb 18, 2023
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Finished script using the face_alignment library, but the last three functions haven't been tested yet...
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- Feb 15, 2023
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- Feb 11, 2023
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- Feb 06, 2023
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Need to do a code clean up, to remove old comments / code. Need to turn the script into a function and add it to the main codebase...
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- Feb 05, 2023
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- Feb 03, 2023
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Still need to implement bbox cropping!
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- Jan 31, 2023
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- Dec 26, 2022
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Saved midterm data output into a backup folder, for later examination.
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Saved debug prints for vid13 to vid20 as txt file
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Added comments in PEP8 style to midterm submission codebase. Renamed and backed up old script contents before changes.
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- Dec 13, 2022
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Split up MFCC array into files holding each row... That correspond to their own individual frames...
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Added debug print() statements for fps, framerate and length Temporarily changed MFCC output to .txt file for debugging purposes
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Unfinished, needs further testing and evaluation / understanding
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Added MFCC code to codebase as audio_processing() function Improved debug print() output Removed vid_num argument from frame_processing() function
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- Dec 12, 2022
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Will later be integrated into the existing codebase
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Cleaned up print() debugging code Added separate print() statements to delineate between video processing and frame processing stages
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Added .gitignore file for output "/data" folder
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Re-ordered code to crop the face region after facial alignment is performed, instead of before. Renamed test scripts Added output folders to compare results
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- Includes test scripts from previous stages of development - Includes binaries of dataset (.wav and .mp4 files)
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