ss_detection Image Dataset
Versions
2024-06-01 12:14pm
v9
Jun 1, 2024
2024-03-19 8:58pm
v8
Mar 19, 2024
2024-03-06 12:10pm
v7
Mar 6, 2024
2024-03-06 11:47am
v6
Mar 6, 2024
2024-02-29 1:27am
v5
Feb 28, 2024
2024-02-18 12:18pm
v4
Feb 18, 2024
2024-02-18 1:08am
v3
Feb 17, 2024
2024-02-17 7:23pm
v2
Feb 17, 2024
2024-02-16 1:28pm
v1
Feb 16, 2024
v5
2024-02-29 1:27am
Generated on Feb 28, 2024
Popular Download Formats
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
Choose another format.
2853 Total Images
View All Images
Dataset Split
Train Set 87%
2496Images
Valid Set 8%
240Images
Test Set 4%
117Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -4° and +4°
Shear: ±5° Horizontal, ±7° Vertical
Saturation: Between -16% and +16%
Brightness: Between -11% and +11%
Blur: Up to 0.2px
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