Dataset Versions
Versions
2024-04-26 10:30pm
v14
· 6 months ago
2024-04-26 9:34pm
v12
· 6 months ago
2024-04-26 9:03pm
v11
· 6 months ago
2024-04-26 7:53pm
v10
· 6 months ago
2024-04-26 7:31pm
v9
· 6 months ago
2024-04-26 7:31pm
v8
· 6 months ago
2024-04-26 7:13pm
v7
· 6 months ago
2024-04-25 11:53am
v6
· 6 months ago
2024-04-25 11:53am
v5
· 6 months ago
2024-04-25 11:50am
v4
· 6 months ago
2024-04-25 8:28am
v3
· 6 months ago
2024-04-18 4:05pm
v2
· 7 months ago
v12
2024-04-26 9:34pm
Generated on Apr 26, 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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1787 Total Images
View All Images
Dataset Split
Train Set 88%
1572Images
Valid Set 8%
142Images
Test Set 4%
73Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 2.71% of pixels
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -63% and +0%