Update app.py
Browse files
app.py
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@@ -5,6 +5,7 @@ import cv2
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import tempfile
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from ultralytics import YOLO
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import numpy as np
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# Azure Storage config
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SAS_TOKEN = "sv=2024-11-04&ss=bfqt&srt=sco&sp=rwdlacupiytfx&se=2025-04-30T04:25:22Z&st=2025-04-16T20:25:22Z&spr=https&sig=HYrJBoOYc4PRe%2BoqBMl%2FmoL5Kz4ZYugbTLuEh63sbeo%3D"
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@@ -26,8 +27,29 @@ def list_videos():
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except Exception as e:
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return [f"Error: {str(e)}"]
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def annotate_video_with_bboxes(video_path):
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try:
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# Download video from Azure
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blob_service_client = BlobServiceClient(account_url=f"https://{ACCOUNT_NAME}.blob.core.windows.net", credential=SAS_TOKEN)
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blob_client = blob_service_client.get_blob_client(CONTAINER_NAME, video_path)
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@@ -40,6 +62,10 @@ def annotate_video_with_bboxes(video_path):
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# Process video with YOLO
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cap = cv2.VideoCapture(temp_input.name)
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fps = cap.get(cv2.CAP_PROP_FPS)
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w = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
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h = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
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@@ -86,10 +112,12 @@ def annotate_video_with_bboxes(video_path):
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# Gradio UI
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with gr.Blocks() as demo:
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gr.Markdown("## PRISM Site Diary V3 - Video Annotator")
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video_dropdown = gr.Dropdown(label="Select Video from Azure Blob", choices=list_videos(), interactive=True)
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output_video = gr.Video(label="Annotated Video")
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video_dropdown.change(fn=list_videos, outputs=video_dropdown)
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demo.launch()
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import tempfile
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from ultralytics import YOLO
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import numpy as np
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from datetime import datetime
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# Azure Storage config
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SAS_TOKEN = "sv=2024-11-04&ss=bfqt&srt=sco&sp=rwdlacupiytfx&se=2025-04-30T04:25:22Z&st=2025-04-16T20:25:22Z&spr=https&sig=HYrJBoOYc4PRe%2BoqBMl%2FmoL5Kz4ZYugbTLuEh63sbeo%3D"
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except Exception as e:
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return [f"Error: {str(e)}"]
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def get_latest_video():
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try:
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blob_service_client = BlobServiceClient(account_url=f"https://{ACCOUNT_NAME}.blob.core.windows.net", credential=SAS_TOKEN)
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container_client = blob_service_client.get_container_client(CONTAINER_NAME)
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blobs = container_client.list_blobs(name_starts_with=VIDEOS_FOLDER)
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latest_blob = None
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latest_time = None
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for blob in blobs:
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if blob.name.endswith(".mp4"):
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blob_client = container_client.get_blob_client(blob.name)
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props = blob_client.get_blob_properties()
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if not latest_time or props.last_modified > latest_time:
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latest_time = props.last_modified
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latest_blob = blob.name
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return latest_blob if latest_blob else "No videos found"
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except Exception as e:
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return f"Error: {str(e)}"
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def annotate_video_with_bboxes(video_path):
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try:
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if not video_path or video_path == "No videos found":
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return "Error: No video selected"
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# Download video from Azure
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blob_service_client = BlobServiceClient(account_url=f"https://{ACCOUNT_NAME}.blob.core.windows.net", credential=SAS_TOKEN)
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blob_client = blob_service_client.get_blob_client(CONTAINER_NAME, video_path)
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# Process video with YOLO
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cap = cv2.VideoCapture(temp_input.name)
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if not cap.isOpened():
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os.remove(temp_input.name)
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return "Error: Could not open video"
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fps = cap.get(cv2.CAP_PROP_FPS)
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w = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
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h = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
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# Gradio UI
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with gr.Blocks() as demo:
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gr.Markdown("## PRISM Site Diary V3 - Video Annotator")
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video_dropdown = gr.Dropdown(label="Select Video from Azure Blob", choices=list_videos(), interactive=True, allow_custom_value=True)
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auto_btn = gr.Button("Annotate Latest Video")
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manual_btn = gr.Button("Annotate Selected Video")
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output_video = gr.Video(label="Annotated Video")
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auto_btn.click(fn=annotate_video_with_bboxes, inputs=gr.State(get_latest_video()), outputs=output_video)
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manual_btn.click(fn=annotate_video_with_bboxes, inputs=video_dropdown, outputs=output_video)
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video_dropdown.change(fn=list_videos, outputs=video_dropdown)
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demo.launch()
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