IoT Project

Pemilah Sampah Plastic

Object Detection

Pemilah Sampah Plastic Image Dataset

v9

2023-09-24 3:28pm

Generated on Sep 24, 2023

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 77%
455Images
Valid Set 16%
92Images
Test Set 7%
43Images

Preprocessing

Resize: Fit within 640x640
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images