Norton Wolf School of Aviation Aerospace Technology

GoodRoads Mobile

Object Detection

GoodRoads Mobile Image Dataset

v2

2023-07-11 6:06pm

Generated on Jul 11, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 87%
924Images
Valid Set 10%
107Images
Test Set 3%
29Images

Preprocessing

Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
my-objects
2758 images
my-objects
5772 images
pedestrian
299 images
traffic-lights-SkXi-traffic-lights-5QP7-dIZX
386 images
traffic-lights-5QP7
393 images