Core AI

Two-Stage AI Identification

Stage 1: Our AI analyzes your camera frame to identify the card's name, set, and collector number with a confidence score.

Stage 2: Visual verification compares your camera frame against reference images from the database — eliminating confusion between cards with identical names but different editions.

2-Stage AI pipeline
92-98% Accuracy
~7-8s Total time
📷
Camera Frame
🧠
Stage 1: Identify
🔍
Stage 2: Verify
92% Match
Smart Triggering

Intelligent Scan Triggering

Five independent checks must all pass before a scan fires. This eliminates false triggers from static backgrounds so scans only happen when you're actually holding a card.

  • Frame Stability — Detects when the image is steady, not blurry or shaking
  • Edge Detection — Recognizes card-like shapes and rejects blank surfaces
  • Color Analysis — Confirms a colorful card is present, not a plain background
  • Scene Change — Prevents re-scanning the same card twice in a row
  • Motion-Then-Still — Waits for you to hold the card steady before scanning
Frame Stability
PASS
Edge Density
PASS
Color Variance
PASS
Scene Change
PASS
Motion Gate
PASS
Precision

Suffix-Aware Card Matching

Pokémon TCG has era-specific suffixes that look nearly identical but represent completely different cards — especially under varying streaming environments, webcam angles, and lighting conditions. HitScan distinguishes them all.

ex Scarlet & Violet 2023+
EX XY / BW 2012–2016
GX Sun & Moon
V / VMAX Sword & Shield
VSTAR Sword & Shield

Exact suffix matches are prioritized while cross-era variants are automatically deprioritized — so a Scarlet & Violet "Charizard ex" is never confused with an XY "Charizard EX".

Charizard ex
Obsidian Flames
✓ Match
Charizard EX
Flashfire 2014
✗ Rejected
Charizard GX
Burning Shadows
✗ Rejected
Hype Moments

Chase-Rarity Detection

HitScan queries the database in real-time to identify the top 5 most expensive cards in each set. When you pull one, your overlay lights up with special badges and animations.

  • ★ TOP 5 badge for the most valuable pulls
  • Holographic shimmer effect for legendary-tier cards
  • Session stats track chase count and best pull
  • Big pull flash animation visible to all viewers
Charizard ex SIR #223/197 — Obsidian Flames
★ TOP 5
Charizard ex SIR
$83.59
Obsidian Flames · #223/197
Live Stats

Session Statistics

Track everything across your stream: total session value, number of chase pulls, best card, and recent pull history — all displayed in real-time on your overlay.

  • Running total session value counter
  • Recent pulls with thumbnails — customizable in the future
  • Best pull highlight with animated price
  • Chase card counter badge
Session Value $342.75
Cards Scanned 47
Chase Pulls 3
Best Pull Charizard ex SIR$83.59
Performance

Low-Latency Camera Integration

HitScanTCG's proprietary frame capture engine delivers sub-100ms camera latency — even with wireless and network cameras. Every frame is fresh, never stale, so what your camera sees is what gets scanned.

<100ms Camera latency
60fps Frame capture
960×540 Preview stream

Works with any USB webcam, phone camera, or network camera source.

HitScanTCG
<100ms
Standard Capture
2–5 sec

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