Usman Mughal

fNewNetwork

Object Detection

fNewNetwork Image Dataset

v1

2022-10-13 3:02pm

Generated on Oct 13, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 70%
745Images
Valid Set 20%
213Images
Test Set 10%
106Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
cctv1-router-camera
2128 images
cctv-router
1064 images
modem-router-wireless
225 images
router-camera
2334 images
modem-router-wireless
62 images