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Update app.py
Browse files
app.py
CHANGED
@@ -8,12 +8,12 @@ headers = {
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"x-api-key": os.getenv("JIGSAWSTACK_API_KEY")
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}
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def detect_objects(image_url=None, file_store_key=None):
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if not image_url and not file_store_key:
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return "β Please provide either an image URL or file store key.",
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if image_url and file_store_key:
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return "β Provide only one: image URL or file store key.",
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try:
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payload = {}
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@@ -21,34 +21,55 @@ def detect_objects(image_url=None, file_store_key=None):
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payload["url"] = image_url
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if file_store_key:
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payload["file_store_key"] = file_store_key
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response = requests.post(f"{BASE_URL}/ai/object_detection", headers=headers, json=payload)
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if response.status_code != 200:
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return f"β Error: {response.status_code} - {response.text}",
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result = response.json()
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if not result.get("success"):
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return "β Detection failed.",
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status = "β
Detection successful!"
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tags = result.get("tags", [])
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objects = result.get("objects", [])
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for obj in objects:
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bounds = obj.get("bounds", {})
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bound_text = ""
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raw_json = json.dumps(result, indent=2)
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return status,
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except Exception as e:
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return f"β Error: {str(e)}",
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with gr.Blocks() as demo:
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gr.Markdown("""
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@@ -64,13 +85,22 @@ with gr.Blocks() as demo:
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input_type = gr.Radio(choices=["Image URL", "File Store Key"], value="Image URL", label="Input Type")
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image_url = gr.Textbox(label="Image URL", placeholder="https://example.com/image.jpg", visible=True)
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file_store_key = gr.Textbox(label="File Store Key", placeholder="my-image.jpg", visible=False)
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detect_btn = gr.Button("π Detect Objects")
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clear_btn = gr.Button("Clear")
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with gr.Column():
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status_box = gr.Textbox(label="Status", interactive=False)
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tag_display = gr.Label(label="Detected Tags")
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desc_display = gr.Textbox(label="Object Details", lines=10, interactive=False)
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json_box = gr.Accordion("Raw JSON Response", open=False)
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with json_box:
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json_output = gr.Textbox(show_label=False, lines=20, interactive=False)
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@@ -83,20 +113,42 @@ with gr.Blocks() as demo:
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input_type.change(fn=toggle_inputs, inputs=input_type, outputs=[image_url, file_store_key])
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def on_detect(input_mode, url, key):
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if input_mode == "Image URL":
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return detect_objects(
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else:
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return detect_objects(
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def clear_all():
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return "Image URL", "", "", "", "", ""
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clear_btn.click(fn=clear_all, inputs=[], outputs=[
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input_type, image_url, file_store_key,
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])
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demo.launch()
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"x-api-key": os.getenv("JIGSAWSTACK_API_KEY")
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}
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def detect_objects(image_url=None, file_store_key=None, prompts=None, features=None, annotated_image=False):
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if not image_url and not file_store_key:
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return "β Please provide either an image URL or file store key.", "", "", None
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if image_url and file_store_key:
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return "β Provide only one: image URL or file store key.", "", "", None
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try:
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payload = {}
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payload["url"] = image_url
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if file_store_key:
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payload["file_store_key"] = file_store_key
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# Add optional parameters
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if prompts:
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payload["prompts"] = prompts
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if features:
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payload["features"] = features
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# Always return annotated image
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payload["annotated_image"] = True
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# Always use url as return_type
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payload["return_type"] = "url"
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response = requests.post(f"{BASE_URL}/ai/object_detection", headers=headers, json=payload)
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if response.status_code != 200:
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return f"β Error: {response.status_code} - {response.text}", "", "", None
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result = response.json()
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if not result.get("success"):
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return "β Detection failed.", "", "", None
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status = "β
Detection successful!"
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objects = result.get("objects", [])
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annotated_image_url = result.get("annotated_image")
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# Create description with object details
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description = f"Image Size: {result.get('width', 'Unknown')} x {result.get('height', 'Unknown')}\n\n"
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description += f"Total Objects Detected: {len(objects)}\n\n"
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for i, obj in enumerate(objects):
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bounds = obj.get("bounds", {})
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label = obj.get("label", "Unknown")
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bound_text = ""
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if bounds:
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width = bounds.get("width", "Unknown")
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height = bounds.get("height", "Unknown")
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top_left = bounds.get("top_left", {})
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if top_left:
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x, y = top_left.get("x", "?"), top_left.get("y", "?")
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bound_text = f"Position: ({x}, {y}), Size: {width}x{height}"
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description += f"β’ {label}\n {bound_text}\n"
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raw_json = json.dumps(result, indent=2)
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return status, description.strip(), raw_json, annotated_image_url
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except Exception as e:
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return f"β Error: {str(e)}", "", "", None
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with gr.Blocks() as demo:
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gr.Markdown("""
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input_type = gr.Radio(choices=["Image URL", "File Store Key"], value="Image URL", label="Input Type")
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image_url = gr.Textbox(label="Image URL", placeholder="https://example.com/image.jpg", visible=True)
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file_store_key = gr.Textbox(label="File Store Key", placeholder="my-image.jpg", visible=False)
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# Advanced options
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prompts = gr.Textbox(label="Prompts (comma-separated)", placeholder="wine glass, bottle, cup", info="Targeted object detection prompts")
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features = gr.CheckboxGroup(choices=["object_detection", "gui"], value=["object_detection"], label="Features")
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annotated_image = gr.Checkbox(label="Return Annotated Image", value=True)
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detect_btn = gr.Button("π Detect Objects")
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clear_btn = gr.Button("Clear")
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with gr.Column():
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status_box = gr.Textbox(label="Status", interactive=False)
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desc_display = gr.Textbox(label="Object Details", lines=10, interactive=False)
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# Annotated image display
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annotated_image_display = gr.Image(label="Annotated Image", visible=False)
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json_box = gr.Accordion("Raw JSON Response", open=False)
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with json_box:
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json_output = gr.Textbox(show_label=False, lines=20, interactive=False)
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input_type.change(fn=toggle_inputs, inputs=input_type, outputs=[image_url, file_store_key])
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def on_detect(input_mode, url, key, prompts_text, features_list, annotated):
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# Parse prompts
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prompts_list = None
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if prompts_text.strip():
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prompts_list = [p.strip() for p in prompts_text.split(",") if p.strip()]
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if input_mode == "Image URL":
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return detect_objects(
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image_url=url.strip(),
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prompts=prompts_list,
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features=features_list,
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annotated_image=annotated
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)
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else:
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return detect_objects(
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file_store_key=key.strip(),
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prompts=prompts_list,
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features=features_list,
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annotated_image=annotated
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)
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def update_annotated_image_visibility(annotated):
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return gr.update(visible=annotated)
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detect_btn.click(fn=on_detect, inputs=[
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input_type, image_url, file_store_key, prompts, features, annotated_image
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], outputs=[status_box, desc_display, json_output, annotated_image_display])
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annotated_image.change(fn=update_annotated_image_visibility, inputs=annotated_image, outputs=annotated_image_display)
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def clear_all():
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return "Image URL", "", "", "", "", ["object_detection"], False, "", "", "", None
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clear_btn.click(fn=clear_all, inputs=[], outputs=[
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input_type, image_url, file_store_key, prompts, features, annotated_image,
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status_box, desc_display, json_output, annotated_image_display
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])
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demo.launch()
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