The dataset covers a wide range of waste categories including plastic, paper and cardboard, glass, metal, organic waste, and textiles. Plastic items include water bottles, food containers, and disposable cutlery, while the paper and cardboard category features newspapers, magazines, and packaging materials. Glass images consist of beverage bottles and food jars, and metal waste includes aluminum and steel cans. Organic waste encompasses food scraps and compostable items, and the textile category contains clothing and shoes. By offering a diverse array of images in PNG format, this dataset supports the development of robust and accurate waste sorting and categorization systems, ultimately contributing to improved recycling efforts and environmental sustainability.