ud-smart-city/garbage-classification

Trash Classification - 5,000+ photos

Dataset comprises 5,000+ photos of garbage cans featuring various capacities, types, and waste materials, designed for advancing garbage classification and waste management systems. By leveraging this dataset, researchers and developers can enhance classification systems, automate garbage collection processes, and improve strategies for reducing environmental pollution. - Get the data

Dataset characteristics:

Characteristic	Data
Description	Images of garbage cans with labels for detection and classification
Data Types	Image (JPEG/PNG)
Tasks	Object detection, Capacity classification
Total Images	5,000+
Capacity Labels	full, empty, scattered

📊 Sample dataset available! For full access, contact us to discuss purchase terms.

Dataset structure

• images - images of garbage cans
• annotations - json file of annotations for each image
• outdoor_garbage.csv - metadata for the data

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