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
v7
FAST-10xAugmentation_fitBlackEdges
Generated on Sep 1, 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.
Other Formats
Choose another format.
5777 Total Images
View All Images
Dataset Split
Train Set 96%
5540Images
Valid Set 3%
157Images
Test Set 1%
80Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 10
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
Similar Projects
cars
403 images
Palm
695 images
Letters
720 images
ameircan-sign-language-detection
720 images
Signs
720 images