Anisul Haq

Mobile_detection_yolov3_dataset

Object Detection

Mobile_detection_yolov3_dataset Image Dataset

v2

Regenerated Dataset for mobile

Generated on Jul 2, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 86%
366Images
Valid Set 9%
39Images
Test Set 4%
19Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
PFE
cigarette-seatbelt-cup-phone
588 images
PFE
cigarette-seatbelt-cup-phone
588 images
yolox1test
67 images