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README.md

@@ -1,28 +1,74 @@
----
-dataset_info:
-  features:
-  - name: image
-    dtype: image
-  - name: labels
-    list: int32
-  - name: label_names
-    list: string
-  - name: num_labels
-    dtype: int32
-  splits:
-  - name: train
-    num_bytes: 2482744739
-    num_examples: 10400
-  - name: validation
-    num_bytes: 618611124
-    num_examples: 2600
-  download_size: 3100953195
-  dataset_size: 3101355863
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
----
+---
+license: mit
+task_categories:
+- image-classification
+- multi-label-classification
+tags:
+- food-recognition
+- multi-label
+- computer-vision
+- food-classification
+size_categories:
+- 10K<n<100K
+---
+
+# Multi-Label Food Recognition Dataset
+
+
+This is a multi-label food recognition dataset generated from single-class food images.
+Each image contains 2-5 different food items composited together using natural composition methods.
+
+
+## Dataset Details
+
+- **Total Images**: 13,000
+- **Training Images**: 10,400 (80%)
+- **Validation Images**: 2,600 (20%)
+- **Number of Classes**: 90
+- **Labels per Image**: 2-5 labels
+- **Image Format**: RGB, 512x512 pixels
+- **File Format**: Parquet
+
+## Dataset Structure
+
+Each sample contains:
+- `image`: PIL Image (RGB, 512x512)
+- `labels`: List of integer label IDs (multi-hot encoded)
+- `label_names`: List of string class names
+- `num_labels`: Number of labels in the image (2-5)
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load dataset
+dataset = load_dataset("ibrahimdaud/multi-label-food-recognition")
+
+# Access splits
+train_data = dataset['train']
+val_data = dataset['validation']
+
+# Example: Get first training sample
+sample = train_data[0]
+print(f"Image: {sample['image']}")
+print(f"Labels: {sample['label_names']}")
+print(f"Label IDs: {sample['labels']}")
+```
+
+## Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@dataset{multi_label_food_recognition,
+  title={Multi-Label Food Recognition Dataset},
+  author={Your Name},
+  year={2024},
+  url={https://huggingface.co/datasets/ibrahimdaud/multi-label-food-recognition}
+}
+```
+
+## License
+
+MIT License