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Show HN: Trained YOLOX from scratch to avoid Ultralytics (aircraft detection)

austinsnerdythings.com

2 points by auspiv a month ago · 1 comment

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soleveloper a month ago

Great write-up! There are so many directions you can take it to:

* By training on user data, you can source specific model data images, and then train & classify the airplane model. It might require another model, where only the bbox will be the input, together with distance/calculated measurements of the object ("pixel size"), and the orientation of the plane (side? front? belly?).

* Provide alerts/notification of special aircrafts like helicopters, military, airforce-1, etc'

* When bbox is detected, you can run super-resolution upscaling on the photo/stream of images

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