Create README.md

README.md

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+# Bird Detection Dataset  
+
+This dataset contains images and corresponding labels for a binary classification task: identifying whether a given image contains a bird or not. It is designed for use in computer vision tasks such as image classification, detection, or transfer learning.  
+
+## Dataset Structure  
+
+- **Total Images:** 4,410  
+  - 2,973 images containing birds (`bird`)  
+  - 1,437 images not containing birds (`no_bird`)  
+- **Split:** 80% training (`train.csv`), 20% testing (`test.csv`)  
+
+### Folder Layout  
+
+my-bird-dataset/
+├── train.csv
+├── test.csv
+├── bird/ # Contains images named bird-0001.jpg, ..., bird-2973.jpg
+├── no_bird/ # Contains images named no_bird-0001.jpg, ..., no_bird-1437.jpg
+
+less
+
+## CSV Format  
+
+Each CSV (`train.csv` or `test.csv`) has the following columns:  
+
+| image                 | image_id      | caption                               | label    |  
+|-----------------------|--------------|---------------------------------------|----------|  
+| path/to/image.jpg     | bird-0001    | This image contains a bird.           | bird     |  
+| path/to/image.jpg     | no_bird-0001 | This image does not contain a bird.   | no_bird  |  
+
+- `image`: Relative path to the image file  
+- `image_id`: Unique image identifier  
+- `caption`: Description of the image contents  
+- `label`: Class label (`bird` or `no_bird`)  
+
+## How to Use  
+
+You can load this dataset using the [datasets](https://huggingface.co/docs/datasets) library:  
+
+```python  
+from datasets import load_dataset  
+
+dataset = load_dataset("ravisri/BirdBinaryClassification")  
+train = dataset['train']  
+test = dataset['test']  
+Or, load the CSV directly:
+
+python
+train = load_dataset("ravisri/BirdBinaryClassification", data_files="train.csv")['train']  
+License
+Include your license here (e.g., MIT, CC BY 4.0). If unknown, please specify.
+
+Citation
+If you use this dataset in your work, please cite:
+
+ini
+@dataset{your_name_2024_bird_detection,  
+  title = {BirdBinaryClassification},  
+  author = {ravisri},  
+  year = {2024},  
+  url = {https://huggingface.co/datasets/ravisri/BirdBinaryClassification},  
+}  
+Contact
+For questions, please open an issue or contact [ravisripallam@gmail.com].