Dataset Versions
Versions
2024-02-28 12:52pm
v13
· 9 months ago
2024-02-28 12:44pm
v12
· 9 months ago
2024-02-28 12:32pm
v11
· 9 months ago
2024-02-24 2:01am
v10
· 9 months ago
2024-02-24 1:59am
v9
· 9 months ago
2024-02-24 1:58am
v8
· 9 months ago
2024-02-24 1:57am
v7
· 9 months ago
2024-02-24 1:55am
v6
· 9 months ago
2024-02-23 8:49pm
v5
· 9 months ago
2024-02-23 8:16pm
v4
· 9 months ago
2024-02-23 7:57pm
v3
· 9 months ago
2024-02-23 6:25pm
v2
· 9 months ago
2024-02-23 5:06pm
v1
· 9 months ago
v4
2024-02-23 8:16pm
Generated on Feb 23, 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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1512 Total Images
View All Images
Dataset Split
Train Set 88%
1323Images
Valid Set 8%
126Images
Test Set 4%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.1% of pixels