Dataset Versions
Versions
2024-02-14 6:13pm
v19
· 9 months ago
2024-01-28 1:38pm
v18
· 10 months ago
2024-01-28 1:20pm
v17
· 10 months ago
2024-01-26 10:19am
v16
· 10 months ago
2024-01-21 3:27pm
v15
· 10 months ago
2024-01-20 4:10pm
v14
· 10 months ago
2023-11-17 10:40am
v13
· a year ago
2023-11-05 4:06pm
v12
· a year ago
2023-06-08 11:48am
v11
· a year ago
81-12-7
v10
· a year ago
92-4-4
v9
· a year ago
92-4-4
v8
· a year ago
datasplit 70-20-10
v7
· a year ago
2023-06-06 11:40am
v6
· a year ago
datasplit 80-10-10
v5
· a year ago
datasplit 75-12-12
v4
· a year ago
87-8-4 with Mosaic
v3
· a year ago
Original Data
v1
· a year ago
v19
2024-02-14 6:13pm
Generated on Feb 14, 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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4415 Total Images
View All Images
Dataset Split
Train Set 80%
3525Images
Valid Set 12%
510Images
Test Set 9%
380Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Exposure: Between -15% and +15%
Blur: Up to 1px