MicrobeTracker

Custom_YOLOTD

Object Detection

Custom_YOLOTD Image Dataset

v3

2024-03-01 5:54pm

Generated on Mar 1, 2024

Popular Download Formats

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 79%
300Images
Valid Set 11%
40Images
Test Set 10%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 854x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -31% and +31%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.9px
Noise: Up to 0.89% of pixels
Microorganisms
992 images
Microorganisms-xuPf
597 images
Microorganisms
236 images
em
410 images