Driver yawn Image Dataset
Versions
80 - 20 YawDD No Hequ
v31
May 19, 2024
2024-05-01 7:38pm
v30
May 1, 2024
80 - 20 YawDD
v27
May 1, 2024
70 - 30 Only eyes
v25
Apr 1, 2024
70 - 30 OpenClose with flipx3
v23
Jan 20, 2024
2024-01-15 8:40pm
v22
Jan 15, 2024
70-30- Only eyes- No Aug- Hequ
v21
Aug 13, 2023
2023-08-10 9:00pm
v20
Aug 10, 2023
70-30-Mouth-eyes-No Aug-Hequ Grey
v19
Aug 8, 2023
70-30-Mouth-eyes-No Aug-Hequ
v18
Aug 7, 2023
70-30-L-R Yawn-No Aug-Hequ
v17
Aug 7, 2023
70-30-L-R Yawn-No Aug
v16
Aug 7, 2023
70-30-Mouth-eyes-No Aug
v15
Aug 7, 2023
2023-03-10 8:05pm
v3
Mar 10, 2023
07-03 - No balance
v1
Mar 7, 2023
v30
2024-05-01 7:38pm
Generated on May 1, 2024
Popular Download Formats
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
Choose another format.
2261 Total Images
View All Images
Dataset Split
Train Set 84%
1897Images
Valid Set 16%
364Images
Test Set %
0Images
Preprocessing
Resize: Fill (with center crop) in 640x480
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 6 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
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