hand detection Image Dataset
Versions
2023-03-18 1:58pm
v10
Mar 18, 2023
2023-01-22 1:42am
v9
Jan 21, 2023
2023-01-18 12:59am
v8
Jan 17, 2023
2023-01-16 8:26pm
v7
Jan 16, 2023
2023-01-11 10:47pm
v6
Jan 11, 2023
2023-01-08 3:06pm
v5
Jan 8, 2023
2023-01-07 9:54pm
v4
Jan 7, 2023
2022-12-30 7:23pm
v3
Dec 30, 2022
2022-12-27 4:07pm
v2
Dec 27, 2022
2022-12-27 3:27pm
v1
Dec 27, 2022
v10
2023-03-18 1:58pm
Generated on Mar 18, 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
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1111 Total Images
View All Images
Dataset Split
Train Set 87%
969Images
Valid Set 8%
87Images
Test Set 5%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 360x360
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -30° and +30°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -20% and +20%
Noise: Up to 7% of pixels
Mosaic: Applied
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