Dataset Versions
Versions
Smoking Detection Latest 80-20
v15
· a year ago
Smoking Detection Latest
v14
· a year ago
Smoking Detection 70-30
v9
· a year ago
Smoking Detection 70-10-10
v8
· a year ago
Smoking Detection 80-20
v7
· a year ago
Smoking Detection 70-20-10
v6
· a year ago
Smoking Detection V3
v5
· a year ago
Smoking Detection V2
v3
· a year ago
v5
Smoking Detection V3
Generated on Dec 28, 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.
Other Formats
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3241 Total Images
View All Images
Dataset Split
Train Set 87%
2835Images
Valid Set 8%
273Images
Test Set 4%
133Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 10 boxes with 10% size each
Bounding Box: Rotation: Between -45° and +45°