{ "model_type": "mae_vit", "architecture": "ViT-Base", "num_classes": 9, "image_size": 224, "patch_size": 16, "embed_dim": 768, "num_heads": 12, "num_layers": 12, "pretrained": "mae_pretrain_vit_base", "finetuned_on": "RealWaste", "validation_accuracy": 0.9327, "training_accuracy": 0.9989, "categories": [ "Cardboard", "Food Organics", "Glass", "Metal", "Miscellaneous Trash", "Paper", "Plastic", "Textile Trash", "Vegetation" ], "disposal_instructions": { "Cardboard": "Flatten and place in recycling bin. Remove any tape or staples.", "Food Organics": "Compost in organic waste bin or home composter.", "Glass": "Rinse and place in glass recycling. Remove lids and caps.", "Metal": "Rinse aluminum/steel cans and place in recycling bin.", "Miscellaneous Trash": "Dispose in general waste bin. Cannot be recycled.", "Paper": "Place clean paper in recycling. Remove plastic windows from envelopes.", "Plastic": "Check recycling number. Rinse containers before recycling.", "Textile Trash": "Donate if reusable, otherwise dispose in textile recycling.", "Vegetation": "Compost in organic waste or use for mulch in garden." } }