Eggplant_Leaf_Disease_Dataset

Description
This dataset, titled Eggplant_Leaf_Disease_Dataset, consists of 3,300 high-resolution images of eggplant (brinjal) leaves classified into six categories. It was developed as part of an academic project by undergraduate students from the Department of Computer Science and Engineering, Netrokona University, Bangladesh.

The images are categorized into the following six classes:
- Eggplant Healthy Leaf
- Eggplant Insect Pest Disease
- Eggplant Leaf Spot Disease
- Eggplant Mosaic Virus Disease
- Eggplant Small Leaf Disease
- Eggplant Wilt Disease

Each category includes both original images and augmented images. All images are in JPG format and resized to 512x512 pixels using high-quality LANCZOS interpolation to preserve clarity and detail.

Data Augmentation

To enhance model performance and robustness, the following augmentation techniques were applied using PyTorch’s torchvision library:
- Random Horizontal Flip
- Rotation (±20 degrees)
- Color Jitter (brightness, contrast, saturation, hue)
- Random Resized Crop to 512x512

Use Cases

This dataset is ideal for:
- Image classification tasks
-Transfer learning model fine-tuning
- Data augmentation research
- Academic or student machine learning projects

License

This dataset is published under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. You can use, share, and adapt the dataset with proper attribution.