Dataset Versions
Versions
2023-11-01 6:29am
v20
· a year ago
flip-exposure
v19
· a year ago
shear-crop
v18
· a year ago
Brightness 40
v17
· a year ago
Brightness-Noise
v16
· a year ago
Noise Default
v15
· a year ago
Brightness Default
v14
· a year ago
crop
v13
· a year ago
shear
v12
· a year ago
2023-10-20 8:28pm
v11
· a year ago
test_rotation
v10
· a year ago
original
v9
· a year ago
v7
v7
· a year ago
2023-10-12 4:44am
v6
· a year ago
2023-10-10 1:43pm
v3
· a year ago
2023-10-08 8:31pm
v2
· a year ago
2023-10-02 6:34pm
v1
· a year ago
v17
Brightness 40
Generated on Oct 22, 2023
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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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.
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2255 Total Images
View All Images
Dataset Split
Train Set 82%
1853Images
Valid Set 9%
201Images
Test Set 9%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Brightness: Between -40% and +40%