INNER CODE UNIT · Python
bins1
KennethJAllen/proper-pixel-art · proper_pixel_art/colors.py:215
bins1 = rgb_pixels // bin_size
indices1 = bins1[:, 0] * num_bins**2 + bins1[:, 1] * num_bins + bins1[:, 2]
counts1 = np.bincount(indices1, minlength=num_bins**3)
dominant1 = np.argmax(counts1)
max_count1 = counts1[dominant1]
# Grid 2: offset binning (grid 1 shifted by half a bin)
# Widen before adding so bright values don't wrap around in uint8, then clamp
offset = bin_size // 2
bins2 = np.minimum(rgb_pixels.astype(np.int64) + offset, 255) // bin_size
indices2 = bins2[:, 0] * num_bins**2 + bins2[:, 1] * num_bins + bins2[:, 2]
counts2 = np.bincount(indices2, minlength=num_bins**3)
dominant2 = np.argmax(counts2)
max_count2 = counts2[dominant2]
# Use the grid with the larger dominant cluster
mask = indices1 == dominant1 if max_count1 >= max_count2 else indices2 == dominant2