Dataset Versions
Versions
2023-09-05 8:43am
v14
· a year ago
2023-09-05 8:41am
v13
· a year ago
2023-09-05 8:40am
v12
· a year ago
2023-08-02 5:23pm
v11
· a year ago
gray augs v5
v10
· a year ago
color augs v5
v9
· a year ago
raw v5
v8
· a year ago
color augs v4
v7
· a year ago
gray augs v4
v6
· a year ago
augs v3
v5
· a year ago
raw v3
v4
· a year ago
raw v2
v3
· a year ago
raw v1
v1
· a year ago
v12
2023-09-05 8:40am
Generated on Sep 5, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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2198 Total Images
View All Images
Dataset Split
Train Set 92%
2020Images
Valid Set 5%
100Images
Test Set 4%
78Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Blur: Up to 1px
Noise: Up to 10% of pixels
Cutout: 6 boxes with 17% size each