| { | |
| "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." | |
| } | |
| } |