Dataset Versions
Versions
all s960 val15
v19
· a year ago
all s960 val12
v18
· a year ago
ALL separ 1280 rebalance
v17
· a year ago
ALL group 1280 rebalance
v16
· a year ago
ALL group 1280
v15
· a year ago
ALL separ 1280
v14
· a year ago
WR only 1280
v13
· a year ago
MF only -BBExp FHor-
v12
· a year ago
MF only
v11
· a year ago
MF only -Flip Hor-
v9
· a year ago
MF only -BB Flip Hor-
v8
· a year ago
2023-08-03 init
v7
· a year ago
2023-07-25 8:28pm
v1
· a year ago
v12
MF only -BBExp FHor-
Generated on Aug 9, 2023
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.
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3679 Total Images
View All Images
Dataset Split
Train Set 93%
3430Images
Valid Set 7%
249Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 15 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Bounding Box: Exposure: Between -25% and +25%