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--- |
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license: wtfpl |
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size_categories: |
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- 1K<n<10K |
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--- |
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# MTARSI dataset, but actually correctly labeled |
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The Multi-type Aircraft of Remote Sensing Images (MTARSI) original dataset <https://zenodo.org/records/3464319> |
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- The original MTARSI dataset has a number of aircraft sorted into incorrect categories, and multiple categories completely mislabeled |
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- 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 |
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- 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 |
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- 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 |
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- As in the original MTARSI dataset, not all images are square. For modified versions of this dataset, see: |
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- All images square: <https://huggingface.co/datasets/amistele/MTARSI-fixed-square> |
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- All images 128x128: <https://huggingface.co/datasets/amistele/MTARSI-fixed-128x128> |
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- All images 64x64: <https://huggingface.co/datasets/amistele/MTARSI-fixed-64x64> |
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## Labels (This dataset, fixed MTARSI): |
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- `A-10 `: 340 |
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- `B-1 `: 513 |
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- `B-2 `: 619 |
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- `B-29 `: 23 |
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- `B-52 `: 548 |
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- `C-130 `: 599 |
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- `C-135 `: 654 |
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- `C-17 `: 354 |
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- `C-5 `: 631 |
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- `Commercial 2-engine `: 546 |
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- `Commercial 4-engine `: 47 |
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- `E-2 `: 24 |
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- `E-3 `: 430 |
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- `F-15 `: 359 |
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- `F-16 `: 391 |
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- `F-18 `: 73 |
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- `F-22 `: 42 |
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- `F-35 `: 240 |
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- `F-4 `: 29 |
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- `General Aviation `: 434 |
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- `KC-10 `: 368 |
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- `P-3 `: 431 |
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- `Private Jet `: 495 |
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- `Su-34 `: 26 |
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- `T-43 `: 306 |
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- `T-6 `: 248 |
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- `Twin Prop `: 374 |
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- **TOTAL**: 9144 |
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## Original MTARSI labels (not actually included here): |
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- `A-10 `: 345 |
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- `A-26 `: 230 |
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- `B-1 `: 513 |
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- `B-2 `: 619 |
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- `B-29 `: 321 |
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- `B-52 `: 548 |
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- `Boeing `: 605 |
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- `C-130 `: 763 |
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- `C-135 `: 526 |
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- `C-17 `: 480 |
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- `C-21 `: 491 |
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- `C-5 `: 499 |
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- `E-3 `: 452 |
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- `F-16 `: 372 |
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- `F-22 `: 846 |
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- `KC-10 `: 554 |
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- `P-63 `: 305 |
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- `T-43 `: 306 |
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- `T-6 `: 248 |
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- `U-2 `: 362 |
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- **TOTAL**: 9385 |
