Upload a short video (10–60 s recommended). The agent will extract frames,
transcribe audio, and detect objects.
Drag & drop your video here
or click to browse — MP4, MOV, WebM supported
Uploading…0%
🎙️ Transcript
🔍 Detections Summary
📄 Raw JSON
🧠 Generate AI Study Notes
Uses an LLM (OpenAI) to turn transcript + detections into structured notes,
formulas, and viva questions. Requires running Full Analysis first.
✅ Video stem auto-detected from your last analysis. Click "Generate Notes" to proceed.
⚠️ No analysis found yet. Go to "Upload & Analyze" tab and run Full Analysis first.
📋 Summary
💡 Key Concepts
📐 Formulas
❓ Viva Questions
🎯 Highlights
📄 Raw Notes JSON
📡 Real-Time Vision Agent Stream
Stream from your webcam or screen — each 2s chunk gets instant YOLO detection with
bounding boxes, pose estimation, fitness coaching, transcription, and agent reasoning. Supports 7 exercises with rep counting, streak tracking, and voice feedback.
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🔍 0 objects
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Chunks
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Avg Latency
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Objects
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Frames
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P90 Latency
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Model FPS
00:00
Camera
🏋️ Live Coach
0
reps
—score —
Start streaming to get live form feedback.
Waiting to start…
🤖 Agent Response
Click any label
above to ask the agent…
🌐 Ingest Video from URL
Paste a public video URL (YouTube, Vimeo, Facebook, X/Twitter, Twitch) and
we'll
download, analyze, and generate notes automatically.
📋 Supported: YouTube, Vimeo, Facebook, X/Twitter, Twitch, Dailymotion, Instagram
⚡ If captions are available, we use those (faster & free). Otherwise we download and
transcribe.
Downloading…
✅ Analysis Complete
🤖 Ask the Vision Agent
Ask anything about your analyzed video. The agent uses a 2-tier intelligence system:
an instant FastReply (under 500ms) from YOLO detections + transcript, followed by a deep LLM-powered
PolishReply with full context analysis. Powered by Gemini/OpenAI/Cloudflare cascade.
⚠️ No analysis found yet. Upload & analyze a video first, then come back to chat.
✅ Video stem detected: —. Ask anything about the video
below!
💬
Start a conversation
Ask about objects detected,
transcript content, or any scene details
🧪 Interactive Quiz
Generate MCQ and short-answer questions from your video analysis. Test your
understanding of the content!
⚠️ No analysis found yet. Upload & analyze a video first, then generate a quiz.