Dataset Versions
Versions
hand3
v31
· 2 years ago
hand3
v30
· 2 years ago
hand3
v29
· 2 years ago
hand3
v28
· 2 years ago
hand3
v27
· 2 years ago
hand3
v26
· 2 years ago
hand4
v25
· 2 years ago
hand4
v24
· 2 years ago
hand4
v23
· 2 years ago
hand4
v22
· 2 years ago
hand4
v21
· 2 years ago
2022-10-04 6:09pm
v14
· 2 years ago
2022-10-04 5:38pm
v13
· 2 years ago
2022-10-04 5:38pm
v12
· 2 years ago
2022-10-04 5:37pm
v11
· 2 years ago
2022-10-04 5:37pm
v10
· 2 years ago
2022-10-04 5:37pm
v9
· 2 years ago
2022-10-04 1:44pm
v8
· 2 years ago
2022-10-04 1:44pm
v7
· 2 years ago
2022-10-04 1:43pm
v6
· 2 years ago
2022-10-04 1:43pm
v5
· 2 years ago
2022-09-30 2:25pm
v4
· 2 years ago
2022-09-30 2:25pm
v3
· 2 years ago
2022-09-30 2:24pm
v2
· 2 years ago
2022-09-30 2:23pm
v1
· 2 years ago
v23
hand4
Generated on Oct 12, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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246 Total Images
View All Images
Dataset Split
Train Set 100%
246Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels