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Tile (Slice) YOLO Dataset for Small Objects Detection

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
old_version		old_version
this_version		this_version
.gitignore		.gitignore
README.md		README.md
requirements.txt		requirements.txt
tile_yolo.py		tile_yolo.py

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YOLO Dataset tiling script

Tile (slice) YOLO Dataset for Small Objects Detection

Image source

Annotations should be in yolo format

In old version version of source code, if the image is of dimensions 1360 x 765, and tile size is 512, then 1024 x 512 image is only tiled and remaining is lost

Here, the dimensions are scaled upwards to nearest multiple of tile size (1536 x 1024 in this case) and images are tiled and annotations are modified according to new dimensions

Please compare the results in old version and this version

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Tile (Slice) YOLO Dataset for Small Objects Detection

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Python 100.0%