Dataset Versions
Versions
2023-09-04 7:19pm
v12
· a year ago
2023-09-04 6:27pm
v11
· a year ago
2023-09-04 6:08pm
v10
· a year ago
modified_pre-remapRoofDoor-grey_aug_Hfilp
v9
· a year ago
modified_pre-remapRoof-grey_aug-Hfilp
v8
· a year ago
modified_size1280_pre-grey_aug-Hfilp
v7
· a year ago
modified_size1280_pre-grey_aug
v6
· a year ago
size1280_pre-grey_aug-rotate15
v5
· a year ago
size1280_pre-grey_aug
v4
· a year ago
size640_pre_aug
v3
· a year ago
v11
2023-09-04 6:27pm
Generated on Sep 4, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
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 PaliGemma, Google's open multimodal vision model.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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2563 Total Images
View All Images
Dataset Split
Train Set 96%
2454Images
Valid Set 4%
108Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Grayscale: Applied
Modify Classes: 4 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Brightness: Between -10% and +10%
Noise: Up to 5% of pixels