Dataset Versions
Versions
120-ori
v16
· 2 years ago
sleep-ori-1280
v15
· 2 years ago
sleep-2-aug-1280
v14
· 2 years ago
sleep-2-aug-640
v13
· 2 years ago
sleep-1280
v10
· 2 years ago
sleep-640
v9
· 2 years ago
sleep-ori
v7
· 2 years ago
2023-01-03 8:57pm
v6
· 2 years ago
2023-01-03 12:13pm
v5
· 2 years ago
2023-01-03 12:12pm
v4
· 2 years ago
2023-01-03 12:12pm
v3
· 2 years ago
2023-01-03 12:11pm
v2
· 2 years ago
2023-01-03 12:08pm
v1
· 2 years ago
v6
2023-01-03 8:57pm
Generated on Jan 3, 2023
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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244 Total Images
View All Images
Dataset Split
Train Set 92%
224Images
Valid Set 5%
11Images
Test Set 4%
9Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Noise: Up to 2% of pixels