Dataset Versions
Versions
2024-08-13 2:13pm
v14
· 3 months ago
2024-08-13 9:47am
v13
· 3 months ago
2024-08-13 4:33am
v12
· 3 months ago
2024-08-12 1:40pm
v11
· 3 months ago
2024-08-08 10:29am
v10
· 3 months ago
2024-08-08 9:26am
v9
· 3 months ago
2024-08-03 2:15pm
v8
· 3 months ago
2024-08-03 12:14pm
v7
· 3 months ago
2024-08-03 4:09am
v6
· 3 months ago
2024-08-02 2:18am
v5
· 3 months ago
2024-08-01 10:41pm
v4
· 3 months ago
2024-08-01 1:11pm
v3
· 3 months ago
2024-08-01 1:31am
v2
· 3 months ago
2024-07-31 11:04am
v1
· 3 months ago
v14
2024-08-13 2:13pm
Generated on Aug 13, 2024
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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7057 Total Images
View All Images
Dataset Split
Train Set 89%
6308Images
Valid Set 7%
497Images
Test Set 4%
252Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 480x480
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -3° and +3°
Grayscale: Apply to 2% of images
Hue: Between -20° and +20°
Brightness: Between -12% and +12%
Exposure: Between -7% and +7%
Noise: Up to 0.53% of pixels