Liangyu Wu

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2012,2020&Cushing(single)

Object Detection

2012,2020&Cushing(single) Image Dataset

Versions
add_more_cushing
v4
Apr 21, 2022
check_all
v3
Apr 20, 2022
all_del_DT
v2
Apr 20, 2022
all
v1
Apr 19, 2022
v3

check_all

Generated on Apr 20, 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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1725 Total Images

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Dataset Split

Train Set 87%
1509Images
Valid Set 8%
145Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%