sign-language Dataset
Versions
2024-10-10 6:23pm
v10
· 22 days ago
2024-10-10 4:04pm
v9
· 22 days ago
2024-10-10 3:24pm
v8
· 22 days ago
2024-10-10 3:19pm
v7
· 22 days ago
2024-10-10 8:02am
v6
· 22 days ago
2024-10-10 7:59am
v5
· 22 days ago
2024-10-10 7:30am
v4
· 22 days ago
2024-10-10 7:07am
v3
· 22 days ago
2024-10-10 7:03am
v2
· 22 days ago
2024-10-10 4:23am
v1
· 23 days ago
v9
2024-10-10 4:04pm
Generated on Oct 10, 2024
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.
Other Formats
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1572 Total Images
View All Images
Dataset Split
Train Set 93%
1461Images
Valid Set 4%
59Images
Test Set 3%
52Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -0° and +0°
Hue: Between -15° and +15°
Saturation: Between -40% and +40%
Exposure: Between -12% and +12%
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -19% and +19%