Sign Language Image Dataset
Versions
FAST-10xAugmentation_fitBlackEdges
v7
Sep 1, 2022
FAST-10xAugmentation_withMosaic_fitBlackEdges
v6
Sep 1, 2022
FAST-10xAugmentation
v5
Sep 1, 2022
FAST-10xAugmentation_withMosaic
v4
Sep 1, 2022
augmented version 1 - ACCURATE
v3
Mar 24, 2022
augmented version 1 - FAST
v2
Mar 24, 2022
raw-images
v1
Mar 24, 2022
v3
augmented version 1 - ACCURATE
Generated on Mar 24, 2022
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.
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1728 Total Images
View All Images
Dataset Split
Train Set 88%
1512Images
Valid Set 8%
144Images
Test Set 4%
72Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 1px
Cutout: 6 boxes with 3% size each
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