Fatin Zamri

small detection

Object Detection

small detection Image Dataset

v8

2024-04-16 12:36am

Generated on Apr 15, 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 82%
4126Images
Valid Set %
0Images
Test Set 18%
901Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Rotation: Between -8° and +8°
Saturation: Between -33% and +33%
Drone-Bird-pA5k
5750 images
-birds-drones-
1835 images
drone
1833 images
drone-bird-lKXc
3818 images
drone-bird-lKXc-2BdB
3680 images