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Update app.py
Browse files
app.py
CHANGED
@@ -48,55 +48,79 @@ with st.sidebar:
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# Main page
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st.title("Fire Watch: AI-Powered Fire and Smoke Detection")
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col1, col2 = st.columns(2)
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with col1:
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with col2:
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st.markdown("""
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Early wildfire detection using YOLOv8 AI vision model.
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""")
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# Function to create synchronized video pair HTML
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def create_synced_video_pair(orig_url, proc_url, pair_id
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try:
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orig_bytes = requests.get(orig_url).content
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proc_bytes = requests.get(proc_url).content
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hover_bytes = requests.get(hover_image_url).content
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orig_b64 = base64.b64encode(orig_bytes).decode('utf-8')
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proc_b64 = base64.b64encode(proc_bytes).decode('utf-8')
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hover_b64 = base64.b64encode(hover_bytes).decode('utf-8')
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html = f"""
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<div style="display: flex; gap: 10px; margin-bottom: 20px;
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<div style="flex: 1;
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<h4>Original</h4>
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<video id="orig_{pair_id}" width="100%" controls preload="metadata">
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<source src="data:video/mp4;base64,{orig_b64}" type="video/mp4">
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Your browser does not support the video tag.
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</video>
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</div>
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<div style="flex: 1;
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<h4>Processed</h4>
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<video id="proc_{pair_id}" width="100%" controls preload="metadata">
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<source src="data:video/mp4;base64,{proc_b64}" type="video/mp4">
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Your browser does not support the video tag.
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</video>
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</div>
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<img id="hover_{pair_id}" src="data:image/jpeg;base64,{hover_b64}"
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style="position: absolute; top: 50%; left: 50%; transform: translate(-50%, -50%);
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max-width: 80%; max-height: 80%; display: none; z-index: 10;">
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</div>
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<script>
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document.addEventListener('DOMContentLoaded', function() {{
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const origVideo = document.getElementById('orig_{pair_id}');
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const procVideo = document.getElementById('proc_{pair_id}');
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const hoverImg = document.getElementById('hover_{pair_id}');
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const container = origVideo.parentElement.parentElement;
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if (origVideo && procVideo
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origVideo.addEventListener('play', function() {{
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procVideo.currentTime = origVideo.currentTime;
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procVideo.play().catch(e => console.log('Play error:', e));
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@@ -119,23 +143,15 @@ def create_synced_video_pair(orig_url, proc_url, pair_id, hover_image_url):
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procVideo.addEventListener('seeked', function() {{
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origVideo.currentTime = procVideo.currentTime;
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}});
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// Hover events
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container.addEventListener('mouseover', function() {{
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hoverImg.style.display = 'block';
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}});
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container.addEventListener('mouseout', function() {{
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hoverImg.style.display = 'none';
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}});
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}} else {{
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console.log('
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}}
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}});
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</script>
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"""
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return html
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except Exception as e:
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return f"<p>Error loading videos
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if not source_file:
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st.info("Please upload a file to begin.")
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@@ -144,19 +160,18 @@ st.header("Your Results")
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result_cols = st.columns(2)
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viewer_slot = st.empty()
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# Example videos with synchronization
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st.header("Example Results")
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examples = [
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("T Example", "T1.mp4", "T2.mp4"
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("LA Example", "LA1.mp4", "LA2.mp4"
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]
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for title, orig_file, proc_file
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st.subheader(title)
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orig_url = f"https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/{orig_file}"
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proc_url = f"https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/{proc_file}"
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hover_url = f"https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/{hover_file}"
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pair_id = title.replace(" ", "").lower()
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video_html = create_synced_video_pair(orig_url, proc_url, pair_id
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st.markdown(video_html, unsafe_allow_html=True)
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# Load model
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@@ -254,7 +269,7 @@ if process_button and source_file and model:
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download_slot.download_button(
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label="Download Processed Video",
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data=st.session_state.processed_video,
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file_name="
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mime="video/mp4"
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)
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# Main page
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st.title("Fire Watch: AI-Powered Fire and Smoke Detection")
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# Custom HTML for images with hover effect
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col1, col2 = st.columns(2)
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with col1:
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fire_1_url = "https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/Fire_4.jpeg"
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fire_3a_url = "https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/Fire_4a.jpg"
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fire_1_bytes = requests.get(fire_1_url).content
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fire_3a_bytes = requests.get(fire_3a_url).content
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fire_1_b64 = base64.b64encode(fire_1_bytes).decode('utf-8')
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fire_3a_b64 = base64.b64encode(fire_3a_bytes).decode('utf-8')
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html1 = f"""
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<div style="position: relative; width: 100%;">
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<img src="data:image/jpeg;base64,{fire_1_b64}" style="width: 100%; height: auto;">
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<img src="data:image/jpeg;base64,{fire_3a_b64}"
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style="position: absolute; top: 0; left: 0; width: 100%; height: auto; opacity: 0; transition: opacity 0.3s;"
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onmouseover="this.style.opacity='1';" onmouseout="this.style.opacity='0';">
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</div>
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"""
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st.markdown(html1, unsafe_allow_html=True)
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with col2:
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fire_3_url = "https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/Fire_3.png"
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fire_4a_url = "https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/Fire_3a.jpg"
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fire_3_bytes = requests.get(fire_3_url).content
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fire_4a_bytes = requests.get(fire_4a_url).content
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fire_3_b64 = base64.b64encode(fire_3_bytes).decode('utf-8')
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fire_4a_b64 = base64.b64encode(fire_4a_bytes).decode('utf-8')
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html2 = f"""
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<div style="position: relative; width: 100%;">
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<img src="data:image/png;base64,{fire_3_b64}" style="width: 100%; height: auto;">
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<img src="data:image/jpeg;base64,{fire_4a_b64}"
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style="position: absolute; top: 0; left: 0; width: 100%; height: auto; opacity: 0; transition: opacity 0.3s;"
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onmouseover="this.style.opacity='1';" onmouseout="this.style.opacity='0';">
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</div>
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"""
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st.markdown(html2, unsafe_allow_html=True)
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st.markdown("""
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Early wildfire detection using YOLOv8 AI vision model. Hover over the images above to see detection results!
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See video examples below or upload your own to try it out!
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""")
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# Function to create synchronized video pair HTML (no hover changes here)
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def create_synced_video_pair(orig_url, proc_url, pair_id):
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try:
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orig_bytes = requests.get(orig_url).content
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proc_bytes = requests.get(proc_url).content
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orig_b64 = base64.b64encode(orig_bytes).decode('utf-8')
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proc_b64 = base64.b64encode(proc_bytes).decode('utf-8')
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html = f"""
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<div style="display: flex; gap: 10px; margin-bottom: 20px;">
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<div style="flex: 1;">
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<h4>Original</h4>
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<video id="orig_{pair_id}" width="100%" controls preload="metadata">
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<source src="data:video/mp4;base64,{orig_b64}" type="video/mp4">
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Your browser does not support the video tag.
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</video>
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</div>
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<div style="flex: 1;">
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<h4>Processed</h4>
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<video id="proc_{pair_id}" width="100%" controls preload="metadata">
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<source src="data:video/mp4;base64,{proc_b64}" type="video/mp4">
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Your browser does not support the video tag.
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</video>
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</div>
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</div>
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<script>
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document.addEventListener('DOMContentLoaded', function() {{
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const origVideo = document.getElementById('orig_{pair_id}');
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const procVideo = document.getElementById('proc_{pair_id}');
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if (origVideo && procVideo) {{
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origVideo.addEventListener('play', function() {{
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procVideo.currentTime = origVideo.currentTime;
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procVideo.play().catch(e => console.log('Play error:', e));
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procVideo.addEventListener('seeked', function() {{
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origVideo.currentTime = procVideo.currentTime;
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}});
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}} else {{
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console.log('Video elements not found for {pair_id}');
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}}
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}});
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</script>
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"""
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return html
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except Exception as e:
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return f"<p>Error loading videos: {str(e)}</p>"
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if not source_file:
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st.info("Please upload a file to begin.")
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result_cols = st.columns(2)
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viewer_slot = st.empty()
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# Example videos with synchronization
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st.header("Example Results")
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examples = [
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("T Example", "T1.mp4", "T2.mp4"),
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("LA Example", "LA1.mp4", "LA2.mp4")
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]
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for title, orig_file, proc_file in examples:
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st.subheader(title)
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orig_url = f"https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/{orig_file}"
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proc_url = f"https://huggingface.co/spaces/tstone87/ccr-colorado/resolve/main/{proc_file}"
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pair_id = title.replace(" ", "").lower()
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video_html = create_synced_video_pair(orig_url, proc_url, pair_id)
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st.markdown(video_html, unsafe_allow_html=True)
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# Load model
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download_slot.download_button(
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label="Download Processed Video",
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data=st.session_state.processed_video,
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file_name="results_fire_analysis.mp4",
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mime="video/mp4"
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)
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