Jophiel John Iscala

PlsWork7

Object Detection

PlsWork7 Image Dataset

v2

PlsWork7.2

Generated on Feb 11, 2022

Popular Download Formats

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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 83%
6824Images
Valid Set 17%
1358Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Pedestrian-Light
1958 images
lights
484 images
trafficlightdetector
88 images
person-car-bus-obstacles
1751 images
Traffic light
99 images