Capture + Upload Checking
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Frames + labels from live feed to Supabase
Overview
Zone setup, round control, and live telemetry.
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Live Count
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Round Status
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Bets Placed
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Online Users
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Visits (Runtime)
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Telemetry Rows
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Rows (24h)
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Avg Confidence
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Active Model
Zone Editor
Step 1: draw zones. Step 2: tune appearance while watching live feed.
Feed Appearance
Tune camera while drawing zones.
Count Tuning
Controls for stable counting.
Recent Rounds
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Active Connections
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ML Control
Capture frames, build dataset, retrain, and promote better models.
Live ML Pipeline
Dataset Growth Checking
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Telemetry volume and daily throughput
Training Engine Checking
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Auto retrain loop + latest training job
Active Detection Model Checking
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Model currently used for traffic detection
Mission Focus
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Total Dataset Rows
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Target: 50,000
Rows Last 24h
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Target: 5,000/day
Avg Confidence
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Target: 55%+
Dataset Level
Unknown
Collect more data to improve stability
Training Readiness0%
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Training Controls
One-Click Model Pipeline
Runs export → train → candidate promotion and reports what is missing or failing.
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Night Tracking Profile Unknown
Window: --
Night Tracking Live Data
Checking live night tracking state...
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Window State-
Effective Thresholds-
Capture Counters-
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Latest Training-
Adaptive Runtime Profile Unknown
Waiting for live runtime state...
Latest Jobs and Models
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Live Capture Logs
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Detection Studio
Detection status, scan coverage, and visual box customization for live feed overlays.
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Active Model
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Avg Confidence
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Last Telemetry
FULL
Feed Scan Mode
Detection Runtime
AI Loop
Stream URL
Night Profile State
Runtime Profile
Runtime Reason
Current Focus
Overlay Customization
Bets
Round controls, session scheduling, and recent bet activity.
Round Operations
Create Round
Session Loop
Auto-run rounds continuously for a fixed session window.
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Bet Validation Status
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Audience Intelligence
Guests, registered users, and site-view behavior in one place.
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Total Site Views
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Views (24h)
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Guests (Total)
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Guests (24h)
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Registered Users
Top Pages (24h)
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Recent Site Views
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Guest Activity
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Recent Registered Users
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User Management
View registered users and grant admin role by email.
Registered Users
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System Health & Recovery
Backend health status, pipeline diagnostics, and automatic recovery logs.
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Banners
Create and manage announcement banners shown to users when no round is active.
New Banner
Streams
Manage live camera sources. Add streams by ipcam alias or direct HLS URL.
Camera Sources
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Add Stream
Use an ipcam alias (short name) or paste a full HLS URL (https://...). The label is shown to users in the camera switcher.