Handy Image Dataset
Versions
2023-09-26 9:23am
v12
Sep 26, 2023
2023-09-26 9:20am
v11
Sep 26, 2023
2023-09-25 2:40pm
v10
Sep 25, 2023
2023-09-25 2:39pm
v9
Sep 25, 2023
2023-09-25 9:10am
v8
Sep 25, 2023
2023-09-25 9:08am
v7
Sep 25, 2023
2023-09-25 8:56am
v6
Sep 25, 2023
2023-09-24 9:40pm
v5
Sep 24, 2023
2023-09-24 9:26pm
v4
Sep 24, 2023
2023-09-24 8:25pm
v3
Sep 24, 2023
2023-09-24 8:24pm
v2
Sep 24, 2023
2023-09-24 8:03pm
v1
Sep 24, 2023
v12
2023-09-26 9:23am
Generated on Sep 26, 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.
514 Total Images
View All Images
Dataset Split
Train Set 95%
489Images
Valid Set 4%
18Images
Test Set 1%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 960x960
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -21% and +21%
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