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amistele
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MTARSI-fixed

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MTARSI dataset, but actually correctly labeled

The Multi-type Aircraft of Remote Sensing Images (MTARSI) original dataset https://zenodo.org/records/3464319

The original MTARSI dataset has a number of aircraft sorted into incorrect categories, and multiple categories completely mislabeled
This fixes that issue, by re-defining labels based on the aicraft actually in the dataset, and ensuring all aircraft are actually in their correct categories
Removed some images due to poor quality, e.g. photoshop errors in synthetic image generation that resulted in a commercial airline having only 3 engine nacelles
Sample image grids are included to indicate how things have been resorted from original MTARSI, and illustrate a number of errors that existed in the original dataset
As in the original MTARSI dataset, not all images are square. For modified versions of this dataset, see:
- All images square: https://huggingface.co/datasets/amistele/MTARSI-fixed-square
- All images 128x128: https://huggingface.co/datasets/amistele/MTARSI-fixed-128x128
- All images 64x64: https://huggingface.co/datasets/amistele/MTARSI-fixed-64x64