OBS-3 Image Dataset
Versions
2023-01-25 10:10am
v24
Jan 25, 2023
2023-01-19 12:58pm
v23
Jan 19, 2023
2023-01-19 12:58pm
v22
Jan 19, 2023
2023-01-19 12:45pm
v21
Jan 19, 2023
2023-01-18 10:38am
v20
Jan 18, 2023
2023-01-18 8:53am
v19
Jan 18, 2023
2023-01-17 5:04pm
v18
Jan 18, 2023
2023-01-17 4:56pm
v17
Jan 18, 2023
2022-12-19 9:33am
v16
Dec 19, 2022
2022-10-25 4:04pm
v15
Oct 25, 2022
2022-10-14 4:55pm
v14
Oct 14, 2022
2022-10-14 3:50pm
v12
Oct 14, 2022
2022-10-14 8:04am
v11
Oct 14, 2022
2022-10-13 6:46pm
v10
Oct 14, 2022
v23
2023-01-19 12:58pm
Generated on Jan 19, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
7026 Total Images
View All Images
Dataset Split
Train Set 96%
6720Images
Valid Set 3%
202Images
Test Set 1%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 1 remapped, 5 dropped
Augmentations
Outputs per training example: 10
Rotation: Between -9° and +9°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
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