sgav2 Dataset
Versions
2023-01-31 2:13am
v13
· 2 years ago
2023-01-31 2:02am
v12
· 2 years ago
2023-01-31 12:28am
v11
· 2 years ago
Auto orient- no rotation
v10
· 2 years ago
No Rotations_ No auto orient
v9
· 2 years ago
2023-01-23 11:31pm
v8
· 2 years ago
divisible by 7
v7
· 2 years ago
Rebalanced with 10x aug
v6
· 2 years ago
10x aug with old and new
v5
· 2 years ago
2023-01-19 10:57pm
v4
· 2 years ago
2023-01-19 10:53pm
v3
· 2 years ago
2023-01-19 10:51pm
v2
· 2 years ago
no augmentations- OG 33
v1
· 2 years ago
v13
2023-01-31 2:13am
Generated on Jan 31, 2023
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
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1354 Total Images
View All Images
Dataset Split
Train Set 97%
1315Images
Valid Set 2%
29Images
Test Set 1%
10Images
Preprocessing
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 15
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%