Vadim Shevtsov

new_train

Object Detection

new_train Image Dataset

v1

2024-01-23 5:42pm

Generated on Jan 23, 2024

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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 90%
900Images
Valid Set 8%
80Images
Test Set 2%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Mosaic: Applied
train-person
1428 images
Train-humans-rail-lights
291 images
new
steam-train
63 images
objects-in-train-stations
5627 images