Hand Signs Dataset
Versions
2023-03-08 3:51pm
v14
· 2 years ago
2023-02-10 3:19pm
v13
· 2 years ago
2023-02-03 2:57pm
v12
· 2 years ago
2023-02-03 2:55pm
v11
· 2 years ago
2022-07-21 10:53am
v10
· 2 years ago
Revamping
v9
· 2 years ago
Final Version
v7
· 3 years ago
V6 w. Charles
v6
· 3 years ago
V5
v5
· 3 years ago
V4
v4
· 3 years ago
Test 2 December 10- 12:05pm
v3
· 3 years ago
12-9 3pm first test
v2
· 3 years ago
2021-12-09 1:22pm
v1
· 3 years ago
v9
Revamping
Generated on Jun 20, 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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12187 Total Images
View All Images
Dataset Split
Train Set 97%
11840Images
Valid Set 2%
251Images
Test Set 1%
96Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 14 remapped, 8 dropped
Augmentations
Outputs per training example: 10
Flip: Horizontal
Hue: Between -28° and +28°
Saturation: Between -9% and +9%
Brightness: Between -29% and +29%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 1% of pixels
Bounding Box: Rotation: Between -25° and +25°