Dataset Versions
Versions
2024-05-11 9:20pm
v14
· 7 months ago
v0.61
v13
· 7 months ago
v0.6
v12
· 7 months ago
2024-05-04 10:46am
v11
· 7 months ago
2024-05-04 1:59am
v10
· 7 months ago
2024-04-29 2:31pm
v9
· 8 months ago
v0.5
v8
· 8 months ago
2024-04-23 7:33pm
v7
· 8 months ago
2024-04-23 7:33pm
v6
· 8 months ago
v0.3
v5
· 8 months ago
2024-04-21 9:41pm
v4
· 8 months ago
v0.2
v3
· 8 months ago
v0.15
v2
· 8 months ago
V0.1
v1
· 8 months ago
v13
v0.61
Generated on May 11, 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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80265 Total Images
View All Images
Dataset Split
Train Set 92%
73950Images
Valid Set 5%
4210Images
Test Set 3%
2105Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 9 dropped
Augmentations
Outputs per training example: 5
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -32% and +32%
Brightness: Between -24% and +24%
Exposure: Between -8% and +8%
Blur: Up to 1.2px
Noise: Up to 0.1% of pixels