box_3009_white Image Dataset
Versions
2022-10-04 3:59pm
v15
Oct 4, 2022
2022-10-04 3:52pm
v14
Oct 4, 2022
2022-10-04 3:50pm
v13
Oct 4, 2022
2022-10-04 3:47pm
v12
Oct 4, 2022
2022-10-04 3:45pm
v11
Oct 4, 2022
2022-10-03 10:09am
v10
Oct 3, 2022
2022-10-03 1:58am
v9
Oct 2, 2022
2022-10-03 1:57am
v8
Oct 2, 2022
2022-09-30 4:19pm
v7
Sep 30, 2022
2022-09-30 4:19pm
v6
Sep 30, 2022
2022-09-30 4:19pm
v5
Sep 30, 2022
2022-09-30 3:02pm
v4
Sep 30, 2022
2022-09-30 3:01pm
v3
Sep 30, 2022
2022-09-30 2:58pm
v2
Sep 30, 2022
2022-09-30 9:58am
v1
Sep 30, 2022
v15
2022-10-04 3:59pm
Generated on Oct 4, 2022
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.
3064 Total Images
View All Images
Dataset Split
Train Set 91%
2790Images
Valid Set 6%
198Images
Test Set 2%
76Images
Preprocessing
Resize: Stretch to 720x720
Augmentations
Outputs per training example: 3
Hue: Between -11° and +11°
Brightness: Between -35% and +0%
Exposure: Between -10% and +10%
Blur: Up to 0.25px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 11% size each
Bounding Box: Exposure: Between -11% and +11%
Bounding Box: Blur: Up to 1.25px
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