435-0 Ep.02 Mini project 03 object detection Image Dataset
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v1
2023-07-27 9:36pm
Generated on Jul 27, 2023
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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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144 Total Images
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Dataset Split
Train Set 75%
108Images
Valid Set 15%
21Images
Test Set 10%
15Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Bounding Box: Rotation: Between -3° and +3°
Bikers-with-and-without-helmets
148 images
Capacete
98 images
motorcycle-helmet
991 images
safe
952 images
violation
293 images