Versions
Versions
2023-06-09 10:24pm
v15
1768
Final training
v14
1734
480x480
Stretch to
YOLOv8 - 5 class
v12
820
YOLO v8 - 1 class
v11
932
YOLO v5 - 1 class
v10
1556
YOLO v5 - 4 classes
v9
1556
Fast
open-hole-detection-construction-safety/1
YOLO v8
v8
905
YOLO v5
v7
905
2023-05-18 11:48am
v6
415
640x640
Stretch to
COCO
v5
415
Fast
COCOv6n
2023-05-17 11:19pm
v4
415
640x640
Stretch to
Mask R-CNN
v3
409
640x640
Stretch to
YOLO v7
v2
399
640x640
Stretch to
Roboflow 2.0
v1
173
Fast
COCOv6n
v15
2023-06-09 10:24pm
Generated on Jun 10, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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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1768 Total Images
View All Images
Dataset Split
Train Set 95%
1674Images
Valid Set 3%
50Images
Test Set 2%
44Images
Preprocessing
Resize: Stretch to 480x480
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -8° and +8°
Brightness: Between -38% and +38%
Blur: Up to 1.75px