Nile Tilapia Disease Image Dataset

A collection of images depicting diseases in Nile tilapia. The dataset is sourced from Kaggle and is tagged under Earth and Nature topics. Details on the number of images, creators, and specific time period are not provided.

Use Cases

• Train image classification models to distinguish healthy tilapia from diseased specimens.
• Develop object detection algorithms to identify disease lesions or symptoms on fish bodies.
• Benchmark transfer learning techniques for agricultural disease recognition using fish image data.

Strengths

• Dataset focuses on a specific, economically important aquaculture species.
• Images are explicitly labeled for disease-related content.

Limitations

• Unknown image count limits model training and evaluation.
• No information on class balance, geographic origin, or image quality.

Provenance

Source

Kaggle