Statistics

Upload images and automatically detect duplicates using perceptual hashing

3197
Total Images
2572.4
Total Size (MB)
≤ 5
Duplicate Threshold
dHash
Detection Method
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How it works:

  • dHash Algorithm: Images are resized to 9×8 pixels and converted to grayscale
  • Perceptual Comparison: Adjacent pixels are compared to create a 64-bit hash
  • Duplicate Detection: Hamming distance ≤ 5 between hashes indicates likely duplicates
  • File Hash Check: SHA-256 hashes detect exact file duplicates
  • Robustness: Handles JPEG compression, minor cropping, and brightness changes