Dataset Versions
Versions
2024-08-25 4:55pm
v11
· 3 months ago
2024-03-25 11:59pm
v10
· 8 months ago
2024-03-25 6:26pm
v9
· 8 months ago
2024-03-25 5:57pm
v8
· 8 months ago
v8n_tfl
v7
· 8 months ago
v8s_tfl
v6
· 8 months ago
2024-03-21 3:23pm
v5
· 8 months ago
v5
v4
· 8 months ago
Presentation
v3
· 8 months ago
initialTraining1_v8
v2
· 8 months ago
2024-02-21 11:57am
v1
· 9 months ago
v6
v8s_tfl
Generated on Mar 21, 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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2130 Total Images
View All Images
Dataset Split
Train Set 87%
1860Images
Valid Set 8%
180Images
Test Set 4%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1.8% of pixels