Dataset Versions
Versions
Train Valid-More smokes and flashes
v11
· 3 years ago
Train Valid Test-More smokes and flashes
v10
· 3 years ago
Train Valid w-o Null Images
v8
· 3 years ago
Training Valid Test w-o Null Images
v7
· 3 years ago
Training Valid Test
v6
· 3 years ago
2022-01-06 12:48am
v5
· 3 years ago
2021-12-05 8:17pm
v4
· 3 years ago
v7
Training Valid Test w-o Null Images
Generated on Jan 10, 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.
Other Formats
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7076 Total Images
View All ImagesDataset Split
Train Set 70%
4948Images
Valid Set 20%
1413Images
Test Set 10%
715Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
No augmentations were applied.