object_detector Image Dataset
Versions
2023-03-17 6:36pm
v16
Mar 17, 2023
2023-03-17 3:52pm
v15
Mar 17, 2023
2023-03-16 10:46am
v14
Mar 16, 2023
2023-03-15 6:51am
v13
Mar 15, 2023
2023-03-15 6:31am
v12
Mar 15, 2023
2023-03-15 12:36am
v11
Mar 14, 2023
2023-03-14 9:11pm
v10
Mar 14, 2023
2023-03-14 6:15pm
v9
Mar 14, 2023
2023-03-14 6:06pm
v8
Mar 14, 2023
2023-03-14 4:16pm
v7
Mar 14, 2023
2023-03-14 4:15pm
v6
Mar 14, 2023
2023-03-14 3:38pm
v5
Mar 14, 2023
2023-03-13 4:57pm
v4
Mar 13, 2023
2023-03-11 2:12pm
v3
Mar 11, 2023
2023-03-11 1:52pm
v2
Mar 11, 2023
2023-03-11 1:49pm
v1
Mar 11, 2023
v16
2023-03-17 6:36pm
Generated on Mar 17, 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.
1174 Total Images
View All Images
Dataset Split
Train Set 94%
1101Images
Valid Set 5%
55Images
Test Set 2%
18Images
Preprocessing
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1px
Noise: Up to 1% of pixels
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