TWTom/Letter_Vibration_Interference_Video_Dataset

Dataset Card for Letter Vibration Interference Video Data

Dataset Summary

This dataset is collected using a 1920x1080 camera running at 60fps. It records the interference pattern generated by a Michelson Interferometer. The Interferometer is very sensitive to vibration, so while different vibration modes are performed, unique inference patterns are shown. We introduce vibration to the system by hand writing letters on the table which the interferometer is set up on.

Additional Information

File Description

• logs:

• ckpt:

• models:

• clips:

• lzma_compressed:

• tflite_model: tflite model of lstm-attention

• __pycache__: just ignore it

• Untitled.ipynb:

• transformer_model.ipynb:

• Y.p:

• data_lz4_RT_TF.p:

• laser_transformer_TF.ipynb:

• laser_lstm.ipynb:

• module.py:

• .gitattributes:

• .ipynb_checkpoints:

• requirements.txt:

• model.h5:

• convert_to_tflite.ipynb:

• main.py:

• model.png: Architecture of the model

• vivit.py: No usage

• distilled_model_88.h5:

• saved_model.pth:

• distilled_model.h5:

• data_lz4_Y_NP.p:

• data_x_1D.p:

• data_y_1D.p:

Licensing Information

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Citation Information

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