hand_classification Dataset
Versions
12th-Iteration-1280
v10
· 2 days ago
12Th-Iteration-640
v9
· 2 days ago
Whole-Data-Reviewed-Version11-WebcamResolution
v8
· a month ago
Whole-Data-Reviewed-Version11
v7
· a month ago
10iter-A-1280
v6
· a month ago
640 Version
v5
· a month ago
2024-08-08 11:20am
v3
· a month ago
2024-08-08 8:01am
v2
· a month ago
2024-08-07 1:52pm
v1
· a month ago
v6
10iter-A-1280
Generated on Aug 12, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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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.
CreateML JSON
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4271 Total Images
View All Images
Dataset Split
Train Set 87%
3732Images
Valid Set 8%
358Images
Test Set 4%
181Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -18% and +18%
Exposure: Between -15% and +15%
Noise: Up to 0.18% of pixels