amistele/MTARSI-fixed

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>

Labels (This dataset, fixed MTARSI):

• —A-10 : 340
• —B-1 : 513
• —B-2 : 619
• —B-29 : 23
• —B-52 : 548
• —C-130 : 599
• —C-135 : 654
• —C-17 : 354
• —C-5 : 631
• —Commercial 2-engine : 546
• —Commercial 4-engine : 47
• —E-2 : 24
• —E-3 : 430
• —F-15 : 359
• —F-16 : 391
• —F-18 : 73
• —F-22 : 42
• —F-35 : 240
• —F-4 : 29
• —General Aviation : 434
• —KC-10 : 368
• —P-3 : 431
• —Private Jet : 495
• —Su-34 : 26
• —T-43 : 306
• —T-6 : 248
• —Twin Prop : 374
• —TOTAL: 9144

Original MTARSI labels (not actually included here):

• —A-10 : 345
• —A-26 : 230
• —B-1 : 513
• —B-2 : 619
• —B-29 : 321
• —B-52 : 548
• —Boeing : 605
• —C-130 : 763
• —C-135 : 526
• —C-17 : 480
• —C-21 : 491
• —C-5 : 499
• —E-3 : 452
• —F-16 : 372
• —F-22 : 846
• —KC-10 : 554
• —P-63 : 305
• —T-43 : 306
• —T-6 : 248
• —U-2 : 362
• —TOTAL: 9385