dataset-hand-pose Image Dataset
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2024-01-11 9:51pm
v16
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2024-01-11 8:42pm
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2024-01-11 7:26pm
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2024-01-11 5:42pm
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2024-01-11 5:11pm
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2024-01-08 3:45pm
v7
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2024-01-06 5:01pm
v5
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2024-01-11 9:51pm
Generated on Jan 11, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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316 Total Images
View All Images
Dataset Split
Train Set 87%
276Images
Valid Set 8%
26Images
Test Set 4%
14Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 11-100% Vertical Region
Resize: Stretch to 516x516
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 4% of images
Brightness: Between -15% and +15%
Blur: Up to 1.1px
Noise: Up to 0.5% of pixels
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