Datasets:
File size: 3,510 Bytes
fcce891 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | # Unified 30-class label space for the combined puzzle-perception segmentation
# dataset. Class ids 0..29 are the values found in every mask PNG under data/.
#
# Source-task offsets:
# maze → 0 ( 8 classes, ids 0.. 7)
# chess → 8 (15 classes, ids 8..22)
# hanoi → 23 ( 7 classes, ids 23..29)
#
# `weight_ce` — per-class cross-entropy weight (handles class imbalance).
# `weight_miou` — per-class weighting for mIoU evaluation.
# Both are inherited from the per-task definitions in the source datasets.
#
# `background` appears twice (chess id 8 and hanoi id 23). The two are distinct
# classes in this unified namespace because they originate from different
# source tasks.
classes:
# ---- maze (offset 0) ----
- {id: 0, name: wall, source_task: maze, weight_ce: 12.0, weight_miou: 6.0}
- {id: 1, name: path, source_task: maze, weight_ce: 0.2, weight_miou: 0.3}
- {id: 2, name: start, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
- {id: 3, name: dest_a, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
- {id: 4, name: dest_b, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
- {id: 5, name: dest_c, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
- {id: 6, name: dest_d, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
- {id: 7, name: dest_e, source_task: maze, weight_ce: 6.0, weight_miou: 1.0}
# ---- chess (offset 8) ----
- {id: 8, name: background, source_task: chess, weight_ce: 0.5, weight_miou: 0.5}
- {id: 9, name: white_square, source_task: chess, weight_ce: 0.3, weight_miou: 0.5}
- {id: 10, name: black_square, source_task: chess, weight_ce: 0.3, weight_miou: 0.5}
- {id: 11, name: white_pawn, source_task: chess, weight_ce: 2.0, weight_miou: 1.0}
- {id: 12, name: white_knight, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 13, name: white_bishop, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 14, name: white_rook, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 15, name: white_queen, source_task: chess, weight_ce: 6.0, weight_miou: 1.0}
- {id: 16, name: white_king, source_task: chess, weight_ce: 6.0, weight_miou: 1.0}
- {id: 17, name: black_pawn, source_task: chess, weight_ce: 2.0, weight_miou: 1.0}
- {id: 18, name: black_knight, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 19, name: black_bishop, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 20, name: black_rook, source_task: chess, weight_ce: 4.0, weight_miou: 1.0}
- {id: 21, name: black_queen, source_task: chess, weight_ce: 6.0, weight_miou: 1.0}
- {id: 22, name: black_king, source_task: chess, weight_ce: 6.0, weight_miou: 1.0}
# ---- hanoi (offset 23) ----
- {id: 23, name: background, source_task: hanoi, weight_ce: 0.5, weight_miou: 0.5}
- {id: 24, name: peg, source_task: hanoi, weight_ce: 4.0, weight_miou: 1.0}
- {id: 25, name: disk_1, source_task: hanoi, weight_ce: 3.0, weight_miou: 1.0}
- {id: 26, name: disk_2, source_task: hanoi, weight_ce: 3.0, weight_miou: 1.0}
- {id: 27, name: disk_3, source_task: hanoi, weight_ce: 3.0, weight_miou: 1.0}
- {id: 28, name: disk_4, source_task: hanoi, weight_ce: 3.0, weight_miou: 1.0}
- {id: 29, name: disk_5, source_task: hanoi, weight_ce: 3.0, weight_miou: 1.0}
label_offsets:
maze: 0
chess: 8
hanoi: 23
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