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Status: Migration Complete - Jan. 6, 2026.

This section will continue to expand into an image analysis to nonogram puzzle:

  • A robust image breakdown and vector extraction process
  • Automated completion and solution logic
  • Simulated environment breakdown for refinement and testing

📸 Photo Puzzle Loaded

Photo: — | Grid: —

Photo Gallery

Select a photo from the dropdown to view and analyze.

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ID: —
Selected photo

🎮 Gamification Options

Gamification creates a pixelated black & white representation, preserving edges and using averaged grayscale values for pixel blocks.

Analysis Results

Grayscale (Black & White)

Grayscale image

Edge Detection

Edge detection

🎮 Gamified Pixel Representation

Gamified image

Edge Mean: — | Edge Median: — | Grid: — | Background: —

📊 Pattern Clues
Row Clues (Sample):
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Column Clues (Sample):
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Clues show consecutive filled block counts per row/column (e.g., ['3', '2'] = 3 blocks, gap, 2 blocks)

🧩 Click here to load this puzzle into the Puzzle tab

Vector Analysis

Horizontal Vector Length: —
Vertical Vector Length: —

Vectors represent pixel intensity distribution across horizontal and vertical axes, useful for pattern recognition and ML tasks.