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0f0204b
1
Parent(s):
97dfc4f
Better demo title + error management
Browse files- app.py +10 -8
- model_yolov5.py +1 -0
- utils.py +6 -0
app.py
CHANGED
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@@ -9,6 +9,7 @@ import glob
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import gradio as gr
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from huggingface_hub import get_token
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from utils import (
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load_image_from_url,
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load_badges,
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FlaggedCounter,
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@@ -18,10 +19,11 @@ from model_yolov5 import load_model, inference
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TITLE = """
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<h1>
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<p align="center">
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</p>
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"""
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@@ -57,7 +59,9 @@ with gr.Blocks(theme=theme, css=css) as demo:
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with gr.Row():
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with gr.Column():
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img_input = gr.Image(
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img_url = gr.Textbox(
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lines=1,
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placeholder="or enter URL to image here",
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@@ -68,9 +72,7 @@ with gr.Blocks(theme=theme, css=css) as demo:
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clear = gr.ClearButton()
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submit = gr.Button("Submit", variant="primary")
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with gr.Column():
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img_output = gr.Image(
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label="output", interactive=False, show_share_button=True
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)
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flag = gr.Button("Flag", visible=False)
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notice = gr.Markdown(value=NOTICE, visible=False)
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@@ -87,7 +89,7 @@ with gr.Blocks(theme=theme, css=css) as demo:
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# event listeners
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img_url.change(load_image_from_url, [img_url], img_input)
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submit.click(
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lambda image: inference(model, image),
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[img_input],
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img_output,
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import gradio as gr
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from huggingface_hub import get_token
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from utils import (
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check_image,
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load_image_from_url,
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load_badges,
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FlaggedCounter,
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TITLE = """
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<h1> 🌊 SEA.AI's Machine Vision Showcase ✨ </h1>
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<p align="center">
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Ahoy! Explore our object detection technology!
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Upload a maritime scene image or use a URL, and click
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<code>Submit</code> to see the results.
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</p>
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"""
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with gr.Row():
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with gr.Column():
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img_input = gr.Image(
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label="input", interactive=True, sources=["upload", "clipboard"]
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)
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img_url = gr.Textbox(
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lines=1,
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placeholder="or enter URL to image here",
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clear = gr.ClearButton()
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submit = gr.Button("Submit", variant="primary")
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with gr.Column():
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img_output = gr.Image(label="output", interactive=False)
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flag = gr.Button("Flag", visible=False)
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notice = gr.Markdown(value=NOTICE, visible=False)
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# event listeners
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img_url.change(load_image_from_url, [img_url], img_input)
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submit.click(check_image, [img_input]).success(
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lambda image: inference(model, image),
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[img_input],
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img_output,
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model_yolov5.py
CHANGED
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@@ -12,6 +12,7 @@ def load_model(model_path, img_size=640):
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model.img_size = img_size # add img_size attribute
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return model
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@spaces.GPU
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def inference(model, image):
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"""Run inference on image and return annotated image."""
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model.img_size = img_size # add img_size attribute
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return model
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+
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@spaces.GPU
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def inference(model, image):
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"""Run inference on image and return annotated image."""
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utils.py
CHANGED
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@@ -9,6 +9,12 @@ import gradio as gr
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from huggingface_hub import get_token
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def load_image_from_url(url):
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"""Load image from URL."""
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if not url: # empty or None
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from huggingface_hub import get_token
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def check_image(image):
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"""Check image."""
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if image is None:
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raise gr.Error("Oops! It looks like you forgot to upload an image.")
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def load_image_from_url(url):
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"""Load image from URL."""
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if not url: # empty or None
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