Dataset Versions
Versions
2023-09-04 7:19pm
v12
·
2 years ago
2023-09-04 6:27pm
v11
·
2 years ago
2023-09-04 6:08pm
v10
·
2 years ago
modified_pre-remapRoofDoor-grey_aug_Hfilp
v9
·
2 years ago
modified_pre-remapRoof-grey_aug-Hfilp
v8
·
2 years ago
modified_size1280_pre-grey_aug-Hfilp
v7
·
2 years ago
modified_size1280_pre-grey_aug
v6
·
2 years ago
size1280_pre-grey_aug-rotate15
v5
·
2 years ago
size1280_pre-grey_aug
v4
·
2 years ago
size640_pre_aug
v3
·
2 years ago
v8
modified_pre-remapRoof-grey_aug-Hfilp
Generated on
Sep 4, 2023
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YOLOv11
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annotations and YAML config used with YOLOv11.
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annotations and YAML config used with YOLOv9.
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annotations and YAML config used with YOLOv8.
YOLOv5
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annotations and YAML config used with YOLOv5.
YOLOv7
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annotations and YAML config used with YOLOv7.
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annotations are used with EfficientDet
Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and
YOLOv3
PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning
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1526 Total Images
View All Images
Dataset Split
Train
Set
93%
1417Images
Valid
Set
7%
108Images
Test
Set
0%
1Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 1280x1280
Grayscale:
Applied
Modify Classes:
2 remapped, 1 dropped
Augmentations
Outputs per training example:
3
Flip:
Horizontal
