Zadanie

Object Detection

Zadanie Image Dataset

v3

2024-04-30 8:21pm

Generated on Apr 30, 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 88%
222Images
Valid Set 8%
21Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Hue: Between -14° and +14°
Saturation: Between -31% and +31%
Noise: Up to 0.93% of pixels
hdpe
1157 images
YA
garbage-bHJc
10544 images
domestic-wastes
254 images