Dataset Versions
Versions
event-space-2-2024-04-18 1-41pm
v7
· 7 months ago
event-space-2-2024-04-18 10-29am
v6
· 7 months ago
event-space-2-2024-04-18 10-02am
v5
· 7 months ago
event-space-2-2024-04-17 9-33pm
v4
· 7 months ago
event-space-2-2024-04-17 12-34pm
v3
· 7 months ago
event-space-2-2024-04-16 5-18pm
v2
· 7 months ago
2024-04-16 4:35pm
v1
· 7 months ago
v5
event-space-2-2024-04-18 10-02am
Generated on Apr 18, 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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455 Total Images
View All Images
Dataset Split
Train Set 92%
420Images
Valid Set 5%
21Images
Test Set 3%
14Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -10° and +10°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels