TfmsManager: visually tune your transforms
I’ve published a tool to quick visualize and tune a complex chain of data transforms (Audio & Image).
https://forums.fast.ai/t/tfmsmanager-tune-your-transforms/43741
@zanza21 Here you can find two complete examples of using muti spectrogram
- Incremental zooming the image: https://github.com/zcaceres/fastai-audio/blob/master/example_multi_spectrogram_classificaiton_phoneme_multi_resolution.ipynb
- With a “3 sliding window” where each slide is a channel: https://github.com/zcaceres/fastai-audio/blob/master/example_multi_spectrogram_classificaiton_phoneme-sliding.ipynb
NB: this is the idea behind the “Incremental zooming”:
