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import gradio as gr
from gradio.components import Markdown as md
from PIL import Image
demo = gr.Blocks()
io1a = gr.Interface(lambda x: x, gr.Image(), gr.Image())
io1b = gr.Interface(lambda x: x, gr.Image(source="webcam"), gr.Image())
io2a = gr.Interface(lambda x: x, gr.Image(source="canvas"), gr.Image())
io2b = gr.Interface(lambda x: x, gr.Sketchpad(), gr.Image())
io2c = gr.Interface(
lambda x: x, gr.Image(source="canvas", shape=(512, 512)), gr.Image()
)
io3a = gr.Interface(
lambda x: [x["mask"], x["image"]],
gr.Image(source="upload", tool="sketch"),
[gr.Image(), gr.Image()],
)
io3b = gr.Interface(
lambda x: [x["mask"], x["image"]],
gr.ImageMask(),
[gr.Image(), gr.Image()],
)
io3b2 = gr.Interface(
lambda x: [x["mask"], x["image"]],
gr.ImageMask(),
[gr.Image(), gr.Image()],
)
io3b3 = gr.Interface(
lambda x: [x["mask"], x["image"]],
gr.ImageMask(),
[gr.Image(), gr.Image()],
)
io3c = gr.Interface(
lambda x: [x["mask"], x["image"]],
gr.Image(source="webcam", tool="sketch"),
[gr.Image(), gr.Image()],
)
io4a = gr.Interface(
lambda x: x, gr.Image(source="canvas", tool="color-sketch"), gr.Image()
)
io4b = gr.Interface(lambda x: x, gr.Paint(), gr.Image())
io5a = gr.Interface(
lambda x: x, gr.Image(source="upload", tool="color-sketch"), gr.Image()
)
io5b = gr.Interface(lambda x: x, gr.ImagePaint(), gr.Image())
io5c = gr.Interface(
lambda x: x, gr.Image(source="webcam", tool="color-sketch"), gr.Image()
)
def save_image(image):
image.save("colorede.png")
return image
img = Image.new("RGB", (512, 512), (150, 150, 150))
img.save("image.png", "PNG")
io5d = gr.Interface(
save_image,
gr.Image("image.png", source="upload", tool="color-sketch", type="pil"),
gr.Image(),
)
with demo:
md("# Different Ways to Use the Image Input Component")
md(
"**1a. Standalone Image Upload: `gr.Interface(lambda x: x, gr.Image(), gr.Image())`**"
)
io1a.render()
md(
"**1b. Standalone Image from Webcam: `gr.Interface(lambda x: x, gr.Image(source='webcam'), gr.Image())`**"
)
io1b.render()
md(
"**2a. Black and White Sketchpad: `gr.Interface(lambda x: x, gr.Image(source='canvas'), gr.Image())`**"
)
io2a.render()
md(
"**2b. Black and White Sketchpad: `gr.Interface(lambda x: x, gr.Sketchpad(), gr.Image())`**"
)
io2b.render()
md("**2c. Black and White Sketchpad with `shape=(512,512)`**")
io2c.render()
md("**3a. Binary Mask with image upload:**")
md(
"""```python
gr.Interface(
lambda x: [x['mask'], x['image']],
gr.Image(source='upload', tool='sketch'),
[gr.Image(), gr.Image()],
)
```
"""
)
io3a.render()
md("**3b. Binary Mask with image upload:**")
md(
"""```python
gr.Interface(
lambda x: [x['mask'], x['image']],
gr.ImageMask(),
[gr.Image(), gr.Image()],
)
```
"""
)
io3b.render()
md("**3c. Binary Mask with webcam upload:**")
md(
"""```python
gr.Interface(
lambda x: [x['mask'], x['image']],
gr.Image(source='webcam', tool='sketch'),
[gr.Image(), gr.Image()],
)
```
"""
)
io3c.render()
md(
"**4a. Color Sketchpad: `gr.Interface(lambda x: x, gr.Image(source='canvas', tool='color-sketch'), gr.Image())`**"
)
io4a.render()
md("**4b. Color Sketchpad: `gr.Interface(lambda x: x, gr.Paint(), gr.Image())`**")
io4b.render()
md(
"**5a. Color Sketchpad with image upload: `gr.Interface(lambda x: x, gr.Image(source='upload', tool='color-sketch'), gr.Image())`**"
)
io5a.render()
md(
"**5b. Color Sketchpad with image upload: `gr.Interface(lambda x: x, gr.ImagePaint(), gr.Image())`**"
)
io5b.render()
md(
"**5c. Color Sketchpad with webcam upload: `gr.Interface(lambda x: x, gr.Image(source='webcam', tool='color-sketch'), gr.Image())`**"
)
io5c.render()
md("**Tabs**")
with gr.Tab("One"):
io3b2.render()
with gr.Tab("Two"):
io3b3.render()
md("**5d. Color Sketchpad with image upload and a default images**")
io5d.render()
if __name__ == "__main__":
demo.launch()
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