Dataset Versions
Versions
2023-01-14 2:27am
v24
· 2 years ago
2022-09-27 6:44pm
v23
· 2 years ago
2022-09-08 2:27pm
v22
· 2 years ago
2022-09-06 11:59am
v19
· 2 years ago
2022-09-05 3:16pm
v18
· 2 years ago
2022-09-05 2:49pm
v17
· 2 years ago
2022-09-05 1:08pm
v16
· 2 years ago
2022-09-04 11:14pm
v15
· 2 years ago
2022-09-04 11:08pm
v14
· 2 years ago
2022-09-04 11:06pm
v13
· 2 years ago
2022-09-04 10:15pm
v12
· 2 years ago
2022-08-05 8:11pm
v9
· 2 years ago
2022-07-30 6:47pm
v7
· 2 years ago
2022-07-28 12:51pm
v4
· 2 years ago
2022-07-25 1:49pm
v2
· 2 years ago
v7
2022-07-30 6:47pm
Generated on Jul 30, 2022
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.
1023 Total Images
View All Images
Dataset Split
Train Set 87%
888Images
Valid Set 8%
81Images
Test Set 5%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 6% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -18% and +18%