Pierre Chapuis
commited on
Commit
•
da8336d
1
Parent(s):
aa7dd73
avoid DOS
Browse files
app.py
CHANGED
@@ -18,12 +18,16 @@ with env.prefixed("ERASER_"):
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auth = None if API_KEY is None else httpx.BasicAuth("hf", API_KEY)
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def process_bbox(prompts: dict[str, Any]) -> Image.Image:
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assert isinstance(img := prompts["image"], Image.Image)
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assert isinstance(boxes := prompts["boxes"], list)
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assert len(boxes) == 1
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assert isinstance(box := boxes[0], dict)
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data = {"bbox": ",".join([str(box[k]) for k in ["xmin", "ymin", "xmax", "ymax"]])}
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with io.BytesIO() as f:
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img.save(f, format="JPEG")
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r = httpx.post(
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@@ -33,6 +37,7 @@ def process_bbox(prompts: dict[str, Any]) -> Image.Image:
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verify=CA_BUNDLE or True,
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timeout=30.0,
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auth=auth,
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)
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r.raise_for_status()
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return Image.open(io.BytesIO(r.content))
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@@ -42,8 +47,12 @@ def on_change_bbox(prompts: dict[str, Any]):
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return gr.update(interactive=len(prompts["boxes"]) > 0)
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def process_prompt(img: Image.Image, prompt: str) -> Image.Image:
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data = {"prompt": prompt}
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with io.BytesIO() as f:
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img.save(f, format="JPEG")
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r = httpx.post(
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@@ -53,6 +62,7 @@ def process_prompt(img: Image.Image, prompt: str) -> Image.Image:
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verify=CA_BUNDLE or True,
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timeout=30.0,
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auth=auth,
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)
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r.raise_for_status()
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return Image.open(io.BytesIO(r.content))
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@@ -108,43 +118,50 @@ with gr.Blocks() as demo:
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inputs=[iimg, prompt],
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outputs=[btn],
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)
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btn.click(
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"frontmost black car on right lane",
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],
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[
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"examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
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"coffee cup on plate",
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],
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[
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"examples/empty-chair-with-vase-plant_74190-2078.jpg",
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"chair",
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],
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],
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inputs=[iimg, prompt],
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outputs=[oimg],
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fn=process_prompt,
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@@ -170,47 +187,55 @@ with gr.Blocks() as demo:
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inputs=[annotator],
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outputs=[btn],
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)
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btn.click(
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ex = gr.Examples(
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examples=[
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{
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"image": "examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
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"boxes": [{"xmin": 836, "ymin": 475, "xmax": 1125, "ymax": 1013}],
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},
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{
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"image": "examples/interior-decor-with-mirror-potted-plant.jpg",
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"boxes": [{"xmin": 47, "ymin": 907, "xmax": 397, "ymax": 1633}],
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},
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{
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"image": "examples/detail-ball-basketball-court-sunset.jpg",
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"boxes": [{"xmin": 673, "ymin": 954, "xmax": 911, "ymax": 1186}],
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},
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{
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"image": "examples/still-life-device-table_23-2150994394.jpg",
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"boxes": [{"xmin": 429, "ymin": 586, "xmax": 571, "ymax": 834}],
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},
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{
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"image": "examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
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"boxes": [{"xmin": 972, "ymin": 226, "xmax": 1092, "ymax": 1023}],
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},
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{
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"image": "examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
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"boxes": [{"xmin": 215, "ymin": 637, "xmax": 411, "ymax": 855}],
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},
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{
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"image": "examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
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"boxes": [{"xmin": 255, "ymin": 456, "xmax": 1080, "ymax": 1064}],
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},
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{
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"image": "examples/empty-chair-with-vase-plant_74190-2078.jpg",
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"boxes": [{"xmin": 35, "ymin": 320, "xmax": 383, "ymax": 983}],
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},
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],
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inputs=[annotator],
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outputs=[oimg],
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fn=process_bbox,
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cache_examples=True,
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)
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demo.launch(show_api=False)
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auth = None if API_KEY is None else httpx.BasicAuth("hf", API_KEY)
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def process_bbox(prompts: dict[str, Any], request: gr.Request) -> Image.Image:
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assert isinstance(img := prompts["image"], Image.Image)
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assert isinstance(boxes := prompts["boxes"], list)
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assert len(boxes) == 1
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assert isinstance(box := boxes[0], dict)
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data = {"bbox": ",".join([str(box[k]) for k in ["xmin", "ymin", "xmax", "ymax"]])}
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headers = {}
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if request: # avoid DOS - can be None despite type hint!
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client_ip = request.headers.get("x-forwarded-for") or request.client.host
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headers = {"X-HF-Client-IP": client_ip}
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with io.BytesIO() as f:
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img.save(f, format="JPEG")
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r = httpx.post(
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verify=CA_BUNDLE or True,
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timeout=30.0,
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auth=auth,
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headers=headers,
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)
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r.raise_for_status()
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return Image.open(io.BytesIO(r.content))
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return gr.update(interactive=len(prompts["boxes"]) > 0)
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def process_prompt(img: Image.Image, prompt: str, request: gr.Request) -> Image.Image:
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data = {"prompt": prompt}
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headers = {}
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if request: # avoid DOS - can be None despite type hint!
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client_ip = request.headers.get("x-forwarded-for") or request.client.host
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headers = {"X-HF-Client-IP": client_ip}
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with io.BytesIO() as f:
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img.save(f, format="JPEG")
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r = httpx.post(
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verify=CA_BUNDLE or True,
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timeout=30.0,
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auth=auth,
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headers=headers,
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)
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r.raise_for_status()
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return Image.open(io.BytesIO(r.content))
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inputs=[iimg, prompt],
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outputs=[btn],
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)
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btn.click(
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fn=process_prompt,
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inputs=[iimg, prompt],
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outputs=[oimg],
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api_name=False,
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)
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examples = [
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[
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"examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
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"soap",
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],
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[
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"examples/interior-decor-with-mirror-potted-plant.jpg",
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"potted plant",
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],
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[
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"examples/detail-ball-basketball-court-sunset.jpg",
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"basketball",
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],
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[
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"examples/still-life-device-table_23-2150994394.jpg",
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"glass of water",
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],
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[
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"examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
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"knife and fork",
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],
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[
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"examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
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"frontmost black car on right lane",
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],
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[
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"examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
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"coffee cup on plate",
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],
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[
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"examples/empty-chair-with-vase-plant_74190-2078.jpg",
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"chair",
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],
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]
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ex = gr.Examples(
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examples=[x + [None] for x in examples],
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inputs=[iimg, prompt],
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outputs=[oimg],
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fn=process_prompt,
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inputs=[annotator],
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outputs=[btn],
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)
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btn.click(
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fn=process_bbox,
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inputs=[annotator],
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outputs=[oimg],
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api_name=False,
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)
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examples = [
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{
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"image": "examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
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"boxes": [{"xmin": 836, "ymin": 475, "xmax": 1125, "ymax": 1013}],
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},
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{
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"image": "examples/interior-decor-with-mirror-potted-plant.jpg",
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"boxes": [{"xmin": 47, "ymin": 907, "xmax": 397, "ymax": 1633}],
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},
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{
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"image": "examples/detail-ball-basketball-court-sunset.jpg",
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"boxes": [{"xmin": 673, "ymin": 954, "xmax": 911, "ymax": 1186}],
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},
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{
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"image": "examples/still-life-device-table_23-2150994394.jpg",
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"boxes": [{"xmin": 429, "ymin": 586, "xmax": 571, "ymax": 834}],
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},
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{
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"image": "examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
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"boxes": [{"xmin": 972, "ymin": 226, "xmax": 1092, "ymax": 1023}],
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},
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{
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"image": "examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
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"boxes": [{"xmin": 215, "ymin": 637, "xmax": 411, "ymax": 855}],
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},
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{
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"image": "examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
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"boxes": [{"xmin": 255, "ymin": 456, "xmax": 1080, "ymax": 1064}],
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},
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{
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"image": "examples/empty-chair-with-vase-plant_74190-2078.jpg",
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"boxes": [{"xmin": 35, "ymin": 320, "xmax": 383, "ymax": 983}],
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},
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]
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ex = gr.Examples(
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examples=[[x, None] for x in examples],
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inputs=[annotator],
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outputs=[oimg],
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fn=process_bbox,
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cache_examples=True,
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)
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demo.queue(max_size=30, api_open=False)
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demo.launch(show_api=False)
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