Dataset Versions
Versions
2022-01-04 10:54pm
v22
· 3 years ago
2021-12-25 9:26am
v21
· 3 years ago
2021-11-23 7:55pm
v20
· 3 years ago
2021-11-21 3:03pm
v19
· 3 years ago
2021-11-19 4:20pm
v18
· 3 years ago
2021-11-19 3:54pm
v17
· 3 years ago
2021-11-19 3:51pm
v16
· 3 years ago
2021-11-19 3:39pm
v15
· 3 years ago
2021-11-19 3:35pm
v14
· 3 years ago
2021-11-19 3:24pm
v13
· 3 years ago
raghad-v9
v12
· 3 years ago
raghad-v8
v11
· 3 years ago
raghad-v7
v10
· 3 years ago
raghad-v6
v9
· 3 years ago
raghad-v5
v8
· 3 years ago
raghad-v4
v7
· 3 years ago
raghad-v3
v6
· 3 years ago
raghad-v2
v5
· 3 years ago
raghad-v1
v4
· 3 years ago
null filtered
v3
· 3 years ago
null marked
v2
· 3 years ago
2021-11-14 9:16pm
v1
· 3 years ago
v18
2021-11-19 4:20pm
Generated on Nov 19, 2021
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1898 Total Images
View All Images
Dataset Split
Train Set 91%
1719Images
Valid Set 6%
120Images
Test Set 3%
59Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 544x544
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -15° and +15°
Exposure: Between -15% and +15%