mirror of
https://github.com/storytold/storyteller-ml.git
synced 2026-10-18 00:33:15 +00:00
Brandon Thomas
50 lines
1.4 KiB
Python
50 lines
1.4 KiB
Python
from PIL import Image, ImageDraw
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def render_histogram(wav, filename='histograms/output.png', row_index=None, col_index=None):
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dimensions = wav.shape
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print('>>> Tensor Image input size: {}'.format(dimensions))
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wav_signal = None
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rows = -1
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cols = -1
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if row_index is not None and col_index is not None:
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rows = dimensions[row_index]
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cols = dimensions[col_index]
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wav_signal = wav
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else:
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# Remove 1-sized dimensions
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wav_signal = wav.squeeze()
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rows = wav_signal.shape[0]
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cols = wav_signal.shape[1]
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print('>>> Generating image (rows: {} cols: {})'.format(rows, cols))
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image = Image.new('RGB', (rows, cols))
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pixels = image.load()
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minimum = wav_signal[0,0]
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maximum = wav_signal[0,0]
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for x in range(0, rows):
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for y in range(0, cols):
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if wav_signal[x,y] > maximum:
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maximum = wav_signal[x,y]
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if wav_signal[x,y] < minimum:
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minimum = wav_signal[x,y]
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print('Minimum: ' + str(minimum))
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print('Maximum: ' + str(maximum))
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if maximum == minimum:
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maximum = 1 # nb: to prevent division by zero below
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for x in range(0, rows):
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for y in range(0, cols):
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v = wav_signal[x,y]
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scaled = int((v - minimum) / (maximum - minimum) * 255)
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pixels[x, y] = (scaled, scaled, scaled)
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# Image Show only works on local X server:
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#image.show()
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image.save(filename)
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