Hazmat-13_detection Image Dataset
Versions
2024-06-26 2:11pm
v13
Jun 26, 2024
2024-06-24 5:24pm
v12
Jun 24, 2024
2024-06-11 12:49pm
v11
Jun 11, 2024
2024-06-11 12:44pm
v10
Jun 11, 2024
2024-04-01 5:26pm
v9
Apr 1, 2024
2024-02-05 4:35pm
v8
Feb 5, 2024
Peter Test 1
v7
Jan 15, 2024
2024-01-14 4:24pm
v4
Jan 14, 2024
2023-11-23 5:56pm
v3
Nov 23, 2023
2023-11-20 1:21pm
v2
Nov 20, 2023
2023-11-18 6:32pm
v1
Nov 18, 2023
v11
2024-06-11 12:49pm
Generated on Jun 11, 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.
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4630 Total Images
View All ImagesDataset Split
Train Set 82%
3816Images
Valid Set 9%
407Images
Test Set 9%
407Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Rotation: Between -14° and +14°
Noise: Up to 2% of pixels
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