Update app.py

app.py

@@ -68,50 +68,6 @@ def binary_labels_to_string(bits: list[int]) -> str:
         chars.append(voyager_table.get(val, '?'))
     return ''.join(chars)
 
-def clean_image(img: Image.Image, min_size: int = 256) -> Image.Image:
-    img = img.convert("RGB")
-    if img.width < min_size or img.height < min_size:
-        img = img.resize((min_size, min_size))
-    img = img.filter(ImageFilter.GaussianBlur(radius=1))
-    return img
-
-def image_to_binary_labels_rgb(img: Image.Image, max_pixels: int = 256) -> list[int]:
-    img = clean_image(img)
-    img.thumbnail((int(np.sqrt(max_pixels)), int(np.sqrt(max_pixels))))
-    img_array = np.array(img)
-    flat_pixels = img_array.reshape(-1, 3)
-
-    bits = []
-    for pixel in flat_pixels:
-        for channel in pixel:
-            channel_bits = [(channel >> bit) & 1 for bit in range(7, -1, -1)]
-            bits.extend(channel_bits)
-    return bits
-
-def binary_labels_to_rgb_image(binary_labels: list[int], width: int = None, height: int = None) -> Image.Image:
-    total_pixels = len(binary_labels) // 24
-    if width is None or height is None:
-        side = int(np.ceil(np.sqrt(total_pixels)))
-        width = height = side
-
-    needed_pixels = width * height
-    needed_bits = needed_pixels * 24
-    if len(binary_labels) < needed_bits:
-        binary_labels += [0] * (needed_bits - len(binary_labels))
-
-    pixels = []
-    for i in range(0, needed_bits, 24):
-        r_bits = binary_labels[i:i+8]
-        g_bits = binary_labels[i+8:i+16]
-        b_bits = binary_labels[i+16:i+24]
-        r = sum(b << (7-j) for j, b in enumerate(r_bits))
-        g = sum(b << (7-j) for j, b in enumerate(g_bits))
-        b = sum(b << (7-j) for j, b in enumerate(b_bits))
-        pixels.append((r, g, b))
-
-    array = np.array(pixels, dtype=np.uint8).reshape((height, width, 3))
-    img = Image.fromarray(array, mode='RGB')
-    return img
 
 # === Streamlit App ===