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food-classifier
khaledb12s/food-classifier
food-classifier is a machine learning model from khaledb12s. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model classifies food images into 101 different categories 🍕🍰🍜 Trained using PyTorch + ResNet18 on ~100k images from Food-101 dataset.
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Public
Updated Jan 26, 2026
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45 MB
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.pth45 MB · 100%
At a glance
- Access
- Public
- Created
- Oct 13, 2025
- Updated
- Jan 26, 2026
- SHA
- d2ede3ab
Model card
From the Hugging Face model README
🍔 Khaled's Food Classifier (ResNet18)
This model classifies food images into 101 different categories 🍕🍰🍜
Trained using PyTorch + ResNet18 on ~100k images from Food-101 dataset.
🧠 Model Information
- Architecture: ResNet18
- Accuracy (Test): 62.04%
- Training Data: 75,750 images
- Test Data: 25,250 images
- Classes: 101 food categories
🚀 How to Use
from huggingface_hub import hf_hub_download
import torch, torchvision
model_path = hf_hub_download("khaledb12s/food-classifier", "food_model.pth")
# 🍔 Khaled's Food Classifier (ResNet18)
This model classifies food images into **101 different categories** 🍕🍰🍜
Trained using **PyTorch + ResNet18** on ~100k images from Food-101 dataset.
---
## 🧠 Model Information
- **Architecture:** ResNet18
- **Accuracy (Test):** 62.04%
- **Training Data:** 75,750 images
- **Test Data:** 25,250 images
- **Classes:** 101 food categories
- Created
- Oct 13, 2025
- Updated
- Jan 26, 2026