Spaces:
Sleeping
Sleeping
Create image_alter.py
Browse files- image_alter.py +60 -0
image_alter.py
ADDED
|
@@ -0,0 +1,60 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import numpy as np
|
| 3 |
+
from PIL import Image
|
| 4 |
+
|
| 5 |
+
def create_ghost_image(cover, reveal):
|
| 6 |
+
if cover is None or reveal is None:
|
| 7 |
+
return None
|
| 8 |
+
|
| 9 |
+
# 1. Convert to Grayscale ('L')
|
| 10 |
+
img1_raw = cover.convert('L')
|
| 11 |
+
img2_raw = reveal.convert('L')
|
| 12 |
+
|
| 13 |
+
# 2. Resize the reveal image to match the cover image size precisely
|
| 14 |
+
if img1_raw.size != img2_raw.size:
|
| 15 |
+
img2_raw = img2_raw.resize(img1_raw.size, Image.LANCZOS)
|
| 16 |
+
|
| 17 |
+
# 3. Math Processing (Numpy)
|
| 18 |
+
g1 = np.array(img1_raw, dtype=float) / 255.0
|
| 19 |
+
g2 = np.array(img2_raw, dtype=float) / 255.0
|
| 20 |
+
|
| 21 |
+
# Squash Image 1 (Cover) into the darker half (0.0 - 0.5)
|
| 22 |
+
g1 = g1 * 0.5
|
| 23 |
+
|
| 24 |
+
# Squash Image 2 (Reveal) into the brighter half (0.5 - 1.0)
|
| 25 |
+
g2 = 0.5 + (g2 * 0.5)
|
| 26 |
+
|
| 27 |
+
# Calculate Alpha
|
| 28 |
+
out_alpha = 1.0 - g2 + g1
|
| 29 |
+
|
| 30 |
+
# Calculate Grayscale
|
| 31 |
+
# Handle division by zero safely
|
| 32 |
+
out_gray = np.divide(g1, out_alpha, out=np.zeros_like(g1), where=out_alpha > 0.001)
|
| 33 |
+
|
| 34 |
+
# 4. Convert back to integer pixel data
|
| 35 |
+
final_alpha_int = (out_alpha * 255).clip(0, 255).astype(np.uint8)
|
| 36 |
+
final_gray_int = (out_gray * 255).clip(0, 255).astype(np.uint8)
|
| 37 |
+
|
| 38 |
+
# 5. Stack channels (R, G, B, A)
|
| 39 |
+
rgba_data = np.dstack((final_gray_int, final_gray_int, final_gray_int, final_alpha_int))
|
| 40 |
+
|
| 41 |
+
return Image.fromarray(rgba_data, 'RGBA')
|
| 42 |
+
|
| 43 |
+
# --- Gradio UI Setup ---
|
| 44 |
+
with gr.Blocks(title="Ghost Image Generator") as demo:
|
| 45 |
+
gr.Markdown("# 👻 Ghost Image Generator")
|
| 46 |
+
gr.Markdown("Create an image that looks different in Light Mode vs Dark Mode (Transparency Trick).")
|
| 47 |
+
|
| 48 |
+
with gr.Row():
|
| 49 |
+
with gr.Column():
|
| 50 |
+
img_dark = gr.Image(type="pil", label="Image seen in DARK Mode (Cover)")
|
| 51 |
+
img_light = gr.Image(type="pil", label="Image seen in LIGHT Mode (Reveal)")
|
| 52 |
+
btn = gr.Button("Generate Ghost Image", variant="primary")
|
| 53 |
+
|
| 54 |
+
with gr.Column():
|
| 55 |
+
output_img = gr.Image(label="Result (Download and test in Discord/Twitter)", type="pil", show_download_button=True)
|
| 56 |
+
|
| 57 |
+
btn.click(fn=create_ghost_image, inputs=[img_dark, img_light], outputs=output_img)
|
| 58 |
+
|
| 59 |
+
# Launch the app
|
| 60 |
+
demo.launch()
|