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Automatic Crop YOLO - Millions of Images in Minutes

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Jan 26, 2026

(Updated: a month ago)

data prep
Automatic Crop YOLO - Millions of Images in Minutes

YOLO Nano

  • Improved Detection using YOLO Trigger

  • Improved Chest/Breast Detection using math

  • Further reduced GPU load using NUMPY

  • Enforced Portrait/Square if Zoom feature not used

  • Zoom will create automatically sized images if selected

Person Detection can now be replaced with other trigger words like BIRD, which can be seen used in this dataset which only took seconds to segment.


Necessity Drives innovation:  While most people would be happy processing at one image per second, let's do the math on that:

1M dataset (Small) @ one image per second - 12 Days

1B dataset (Average) @ one image per second - 32.87 Years

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