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18 lines
785 B
Markdown
18 lines
785 B
Markdown
This directory contains some scripts for visualizing the raw data and model outputs.
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`gen_spec_image.py`: saves the model predictions on a spectrogram of the input audio file.
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e.g.
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`python gen_spec_image.py ../example_data/audio/20170701_213954-MYOMYS-LR_0_0.5.wav ../models/Net2DFast_UK_same.pth.tar`
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`gen_spec_video.py`: generates a video showing the model predictions for a file.
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e.g.
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`python gen_spec_video.py ../example_data/audio/20170701_213954-MYOMYS-LR_0_0.5.wav ../models/Net2DFast_UK_same.pth.tar`
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`gen_dataset_summary_image.py`: generates an image displaying the mean spectrogram for each class in a specified dataset.
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e.g.
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`python gen_dataset_summary_image.py --ann_file PATH_TO_ANN/australia_TRAIN.json PATH_TO_AUDIO/audio/ ../plots/australia/`
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