| { | |
| "model_type": "calorie-clip", | |
| "version": "1.0.0", | |
| "base_model": "ViT-B-32", | |
| "pretrained": "openai", | |
| "hidden_dim": 512, | |
| "output_dim": 1, | |
| "task": "calorie_regression", | |
| "training": { | |
| "epochs": 30, | |
| "batch_size": 16, | |
| "learning_rate_clip": 1e-5, | |
| "learning_rate_head": 1e-3, | |
| "loss_function": "huber", | |
| "optimizer": "adamw", | |
| "fine_tuned_layers": "last_2_transformer_blocks" | |
| }, | |
| "performance": { | |
| "mae": 51.4, | |
| "within_50_cal": 67.6, | |
| "within_100_cal": 90.5, | |
| "test_samples": 1951, | |
| "training_samples": 11053 | |
| }, | |
| "preprocessing": { | |
| "image_size": 224, | |
| "mean": [0.48145466, 0.4578275, 0.40821073], | |
| "std": [0.26862954, 0.26130258, 0.27577711] | |
| }, | |
| "license": "MIT", | |
| "author": "Haplo LLC", | |
| "intended_use": "Food calorie estimation from images" | |
| } | |