display image in grid mosaic

PHOTO EMBED

Thu Jan 27 2022 20:42:24 GMT+0000 (UTC)

Saved by @somuSan #python #mosaic

def show_dataset(thumb_size, cols, rows, ds):
    mosaic = PIL.Image.new(mode='RGB', size=(thumb_size*cols + (cols-1), 
                                             thumb_size*rows + (rows-1)))
   
    for idx, data in enumerate(iter(ds)):
        img, target_or_imgid = data
        ix  = idx % cols
        iy  = idx // cols
        img = np.clip(img.numpy() * 255, 0, 255).astype(np.uint8)
        img = PIL.Image.fromarray(img)
        img = img.resize((thumb_size, thumb_size), resample=PIL.Image.BILINEAR)
        mosaic.paste(img, (ix*thumb_size + ix, 
                           iy*thumb_size + iy))

    display(mosaic)
    
ds = get_dataset(files_train, CFG).unbatch().take(12*5)   
show_dataset(64, 12, 5, ds)                 
content_copyCOPY

https://www.kaggle.com/agentauers/incredible-tpus-finetune-effnetb0-b6-at-once