Image Classification
Transformers
Safetensors
PyTorch
food-recognition
dinov3
vision-transformer
tsotsa-img
Instructions to use anonymous-eval/food-recognition with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use anonymous-eval/food-recognition with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="anonymous-eval/food-recognition") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("anonymous-eval/food-recognition", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "run_name": "dinov3_epochs_8", | |
| "model_name": "facebook/dinov3-vitl16-pretrain-lvd1689m", | |
| "model_slug": "facebook-dinov3-vitl16-pretrain-lvd1689m", | |
| "epochs": 8, | |
| "output_dir": "./model_saved/finetuning/facebook-dinov3-vitl16-pretrain-lvd1689m/epochs_8", | |
| "logging_dir": "./finetuning/logs/runs/facebook-dinov3-vitl16-pretrain-lvd1689m/epochs_8", | |
| "cache_dir": "./cached_dataset/finetuning/facebook-dinov3-vitl16-pretrain-lvd1689m", | |
| "started_at": "2026-06-16T11:27:32.527592+00:00", | |
| "train_finished_at": "2026-06-16T21:48:26.431336+00:00", | |
| "finished_at": "2026-06-16T21:52:22.912657+00:00", | |
| "train_duration_seconds": 37253.9037168026, | |
| "train_duration_minutes": 620.8983952800432, | |
| "train_duration_hours": 10.348306588000721, | |
| "run_duration_seconds": 37490.385033130646, | |
| "run_duration_minutes": 624.8397505521774, | |
| "run_duration_hours": 10.413995842536291, | |
| "train_metrics": { | |
| "train_runtime": 37253.6996, | |
| "train_samples_per_second": 56.386, | |
| "train_steps_per_second": 3.524, | |
| "total_flos": 0.0, | |
| "train_loss": 0.37596295774437, | |
| "epoch": 8.0, | |
| "train_wall_time_seconds": 37253.9037168026, | |
| "train_wall_time_minutes": 620.8983952800432, | |
| "train_wall_time_hours": 10.348306588000721, | |
| "run_wall_time_seconds": 37490.385033130646, | |
| "run_wall_time_minutes": 624.8397505521774, | |
| "run_wall_time_hours": 10.413995842536291 | |
| }, | |
| "eval_metrics": { | |
| "eval_loss": 0.11002838611602783, | |
| "eval_accuracy": 0.9730591259640102, | |
| "eval_f1_macro": 0.9727023139698624, | |
| "eval_top5_accuracy": 0.996846615252785, | |
| "eval_runtime": 216.4171, | |
| "eval_samples_per_second": 134.809, | |
| "eval_steps_per_second": 8.428, | |
| "epoch": 8.0 | |
| } | |
| } |