Pierre Chapuis
commited on
avoid DOS
Browse files
app.py
CHANGED
|
@@ -18,12 +18,16 @@ with env.prefixed("ERASER_"):
|
|
| 18 |
auth = None if API_KEY is None else httpx.BasicAuth("hf", API_KEY)
|
| 19 |
|
| 20 |
|
| 21 |
-
def process_bbox(prompts: dict[str, Any]) -> Image.Image:
|
| 22 |
assert isinstance(img := prompts["image"], Image.Image)
|
| 23 |
assert isinstance(boxes := prompts["boxes"], list)
|
| 24 |
assert len(boxes) == 1
|
| 25 |
assert isinstance(box := boxes[0], dict)
|
| 26 |
data = {"bbox": ",".join([str(box[k]) for k in ["xmin", "ymin", "xmax", "ymax"]])}
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
with io.BytesIO() as f:
|
| 28 |
img.save(f, format="JPEG")
|
| 29 |
r = httpx.post(
|
|
@@ -33,6 +37,7 @@ def process_bbox(prompts: dict[str, Any]) -> Image.Image:
|
|
| 33 |
verify=CA_BUNDLE or True,
|
| 34 |
timeout=30.0,
|
| 35 |
auth=auth,
|
|
|
|
| 36 |
)
|
| 37 |
r.raise_for_status()
|
| 38 |
return Image.open(io.BytesIO(r.content))
|
|
@@ -42,8 +47,12 @@ def on_change_bbox(prompts: dict[str, Any]):
|
|
| 42 |
return gr.update(interactive=len(prompts["boxes"]) > 0)
|
| 43 |
|
| 44 |
|
| 45 |
-
def process_prompt(img: Image.Image, prompt: str) -> Image.Image:
|
| 46 |
data = {"prompt": prompt}
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
with io.BytesIO() as f:
|
| 48 |
img.save(f, format="JPEG")
|
| 49 |
r = httpx.post(
|
|
@@ -53,6 +62,7 @@ def process_prompt(img: Image.Image, prompt: str) -> Image.Image:
|
|
| 53 |
verify=CA_BUNDLE or True,
|
| 54 |
timeout=30.0,
|
| 55 |
auth=auth,
|
|
|
|
| 56 |
)
|
| 57 |
r.raise_for_status()
|
| 58 |
return Image.open(io.BytesIO(r.content))
|
|
@@ -108,43 +118,50 @@ with gr.Blocks() as demo:
|
|
| 108 |
inputs=[iimg, prompt],
|
| 109 |
outputs=[btn],
|
| 110 |
)
|
| 111 |
-
btn.click(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 112 |
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
|
| 130 |
-
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
|
| 134 |
-
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
"frontmost black car on right lane",
|
| 138 |
-
],
|
| 139 |
-
[
|
| 140 |
-
"examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
|
| 141 |
-
"coffee cup on plate",
|
| 142 |
-
],
|
| 143 |
-
[
|
| 144 |
-
"examples/empty-chair-with-vase-plant_74190-2078.jpg",
|
| 145 |
-
"chair",
|
| 146 |
-
],
|
| 147 |
],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 148 |
inputs=[iimg, prompt],
|
| 149 |
outputs=[oimg],
|
| 150 |
fn=process_prompt,
|
|
@@ -170,47 +187,55 @@ with gr.Blocks() as demo:
|
|
| 170 |
inputs=[annotator],
|
| 171 |
outputs=[btn],
|
| 172 |
)
|
| 173 |
-
btn.click(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 174 |
|
| 175 |
ex = gr.Examples(
|
| 176 |
-
examples=[
|
| 177 |
-
{
|
| 178 |
-
"image": "examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
|
| 179 |
-
"boxes": [{"xmin": 836, "ymin": 475, "xmax": 1125, "ymax": 1013}],
|
| 180 |
-
},
|
| 181 |
-
{
|
| 182 |
-
"image": "examples/interior-decor-with-mirror-potted-plant.jpg",
|
| 183 |
-
"boxes": [{"xmin": 47, "ymin": 907, "xmax": 397, "ymax": 1633}],
|
| 184 |
-
},
|
| 185 |
-
{
|
| 186 |
-
"image": "examples/detail-ball-basketball-court-sunset.jpg",
|
| 187 |
-
"boxes": [{"xmin": 673, "ymin": 954, "xmax": 911, "ymax": 1186}],
|
| 188 |
-
},
|
| 189 |
-
{
|
| 190 |
-
"image": "examples/still-life-device-table_23-2150994394.jpg",
|
| 191 |
-
"boxes": [{"xmin": 429, "ymin": 586, "xmax": 571, "ymax": 834}],
|
| 192 |
-
},
|
| 193 |
-
{
|
| 194 |
-
"image": "examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
|
| 195 |
-
"boxes": [{"xmin": 972, "ymin": 226, "xmax": 1092, "ymax": 1023}],
|
| 196 |
-
},
|
| 197 |
-
{
|
| 198 |
-
"image": "examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
|
| 199 |
-
"boxes": [{"xmin": 215, "ymin": 637, "xmax": 411, "ymax": 855}],
|
| 200 |
-
},
|
| 201 |
-
{
|
| 202 |
-
"image": "examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
|
| 203 |
-
"boxes": [{"xmin": 255, "ymin": 456, "xmax": 1080, "ymax": 1064}],
|
| 204 |
-
},
|
| 205 |
-
{
|
| 206 |
-
"image": "examples/empty-chair-with-vase-plant_74190-2078.jpg",
|
| 207 |
-
"boxes": [{"xmin": 35, "ymin": 320, "xmax": 383, "ymax": 983}],
|
| 208 |
-
},
|
| 209 |
-
],
|
| 210 |
inputs=[annotator],
|
| 211 |
outputs=[oimg],
|
| 212 |
fn=process_bbox,
|
| 213 |
cache_examples=True,
|
| 214 |
)
|
| 215 |
|
|
|
|
| 216 |
demo.launch(show_api=False)
|
|
|
|
| 18 |
auth = None if API_KEY is None else httpx.BasicAuth("hf", API_KEY)
|
| 19 |
|
| 20 |
|
| 21 |
+
def process_bbox(prompts: dict[str, Any], request: gr.Request) -> Image.Image:
|
| 22 |
assert isinstance(img := prompts["image"], Image.Image)
|
| 23 |
assert isinstance(boxes := prompts["boxes"], list)
|
| 24 |
assert len(boxes) == 1
|
| 25 |
assert isinstance(box := boxes[0], dict)
|
| 26 |
data = {"bbox": ",".join([str(box[k]) for k in ["xmin", "ymin", "xmax", "ymax"]])}
|
| 27 |
+
headers = {}
|
| 28 |
+
if request: # avoid DOS - can be None despite type hint!
|
| 29 |
+
client_ip = request.headers.get("x-forwarded-for") or request.client.host
|
| 30 |
+
headers = {"X-HF-Client-IP": client_ip}
|
| 31 |
with io.BytesIO() as f:
|
| 32 |
img.save(f, format="JPEG")
|
| 33 |
r = httpx.post(
|
|
|
|
| 37 |
verify=CA_BUNDLE or True,
|
| 38 |
timeout=30.0,
|
| 39 |
auth=auth,
|
| 40 |
+
headers=headers,
|
| 41 |
)
|
| 42 |
r.raise_for_status()
|
| 43 |
return Image.open(io.BytesIO(r.content))
|
|
|
|
| 47 |
return gr.update(interactive=len(prompts["boxes"]) > 0)
|
| 48 |
|
| 49 |
|
| 50 |
+
def process_prompt(img: Image.Image, prompt: str, request: gr.Request) -> Image.Image:
|
| 51 |
data = {"prompt": prompt}
|
| 52 |
+
headers = {}
|
| 53 |
+
if request: # avoid DOS - can be None despite type hint!
|
| 54 |
+
client_ip = request.headers.get("x-forwarded-for") or request.client.host
|
| 55 |
+
headers = {"X-HF-Client-IP": client_ip}
|
| 56 |
with io.BytesIO() as f:
|
| 57 |
img.save(f, format="JPEG")
|
| 58 |
r = httpx.post(
|
|
|
|
| 62 |
verify=CA_BUNDLE or True,
|
| 63 |
timeout=30.0,
|
| 64 |
auth=auth,
|
| 65 |
+
headers=headers,
|
| 66 |
)
|
| 67 |
r.raise_for_status()
|
| 68 |
return Image.open(io.BytesIO(r.content))
|
|
|
|
| 118 |
inputs=[iimg, prompt],
|
| 119 |
outputs=[btn],
|
| 120 |
)
|
| 121 |
+
btn.click(
|
| 122 |
+
fn=process_prompt,
|
| 123 |
+
inputs=[iimg, prompt],
|
| 124 |
+
outputs=[oimg],
|
| 125 |
+
api_name=False,
|
| 126 |
+
)
|
| 127 |
|
| 128 |
+
examples = [
|
| 129 |
+
[
|
| 130 |
+
"examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
|
| 131 |
+
"soap",
|
| 132 |
+
],
|
| 133 |
+
[
|
| 134 |
+
"examples/interior-decor-with-mirror-potted-plant.jpg",
|
| 135 |
+
"potted plant",
|
| 136 |
+
],
|
| 137 |
+
[
|
| 138 |
+
"examples/detail-ball-basketball-court-sunset.jpg",
|
| 139 |
+
"basketball",
|
| 140 |
+
],
|
| 141 |
+
[
|
| 142 |
+
"examples/still-life-device-table_23-2150994394.jpg",
|
| 143 |
+
"glass of water",
|
| 144 |
+
],
|
| 145 |
+
[
|
| 146 |
+
"examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
|
| 147 |
+
"knife and fork",
|
| 148 |
+
],
|
| 149 |
+
[
|
| 150 |
+
"examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
|
| 151 |
+
"frontmost black car on right lane",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 152 |
],
|
| 153 |
+
[
|
| 154 |
+
"examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
|
| 155 |
+
"coffee cup on plate",
|
| 156 |
+
],
|
| 157 |
+
[
|
| 158 |
+
"examples/empty-chair-with-vase-plant_74190-2078.jpg",
|
| 159 |
+
"chair",
|
| 160 |
+
],
|
| 161 |
+
]
|
| 162 |
+
|
| 163 |
+
ex = gr.Examples(
|
| 164 |
+
examples=[x + [None] for x in examples],
|
| 165 |
inputs=[iimg, prompt],
|
| 166 |
outputs=[oimg],
|
| 167 |
fn=process_prompt,
|
|
|
|
| 187 |
inputs=[annotator],
|
| 188 |
outputs=[btn],
|
| 189 |
)
|
| 190 |
+
btn.click(
|
| 191 |
+
fn=process_bbox,
|
| 192 |
+
inputs=[annotator],
|
| 193 |
+
outputs=[oimg],
|
| 194 |
+
api_name=False,
|
| 195 |
+
)
|
| 196 |
+
|
| 197 |
+
examples = [
|
| 198 |
+
{
|
| 199 |
+
"image": "examples/white-towels-rattan-basket-white-table-with-bright-room-background.jpg",
|
| 200 |
+
"boxes": [{"xmin": 836, "ymin": 475, "xmax": 1125, "ymax": 1013}],
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"image": "examples/interior-decor-with-mirror-potted-plant.jpg",
|
| 204 |
+
"boxes": [{"xmin": 47, "ymin": 907, "xmax": 397, "ymax": 1633}],
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"image": "examples/detail-ball-basketball-court-sunset.jpg",
|
| 208 |
+
"boxes": [{"xmin": 673, "ymin": 954, "xmax": 911, "ymax": 1186}],
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"image": "examples/still-life-device-table_23-2150994394.jpg",
|
| 212 |
+
"boxes": [{"xmin": 429, "ymin": 586, "xmax": 571, "ymax": 834}],
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"image": "examples/knife-fork-green-checkered-napkin_140725-63576.jpg",
|
| 216 |
+
"boxes": [{"xmin": 972, "ymin": 226, "xmax": 1092, "ymax": 1023}],
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"image": "examples/city-night-with-architecture-vibrant-lights_23-2149836930.jpg",
|
| 220 |
+
"boxes": [{"xmin": 215, "ymin": 637, "xmax": 411, "ymax": 855}],
|
| 221 |
+
},
|
| 222 |
+
{
|
| 223 |
+
"image": "examples/close-up-coffee-latte-wooden-table_23-2147893063.jpg",
|
| 224 |
+
"boxes": [{"xmin": 255, "ymin": 456, "xmax": 1080, "ymax": 1064}],
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"image": "examples/empty-chair-with-vase-plant_74190-2078.jpg",
|
| 228 |
+
"boxes": [{"xmin": 35, "ymin": 320, "xmax": 383, "ymax": 983}],
|
| 229 |
+
},
|
| 230 |
+
]
|
| 231 |
|
| 232 |
ex = gr.Examples(
|
| 233 |
+
examples=[[x, None] for x in examples],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 234 |
inputs=[annotator],
|
| 235 |
outputs=[oimg],
|
| 236 |
fn=process_bbox,
|
| 237 |
cache_examples=True,
|
| 238 |
)
|
| 239 |
|
| 240 |
+
demo.queue(max_size=30, api_open=False)
|
| 241 |
demo.launch(show_api=False)
|