Snake Species Image Dataset with 17,389 Images Across 5 Classes

17,389 images of snakes, split into 5 generic classes for classification tasks. The dataset is structured with 13,908 training images and 3,481 validation images, representing a 20% split. It was uploaded by author 'shravya11' to Hugging Face and last updated on 2026-06-03.

Use Cases

• Train image classification models based on the 5 generic snake classes mentioned in the description.
• Benchmark model performance using the provided train/validation split of 17,389 total images.
• Fine-tune pre-trained vision models for herpetology or wildlife monitoring applications.

Strengths

• Contains 17,389 total images, providing a substantial volume for model training.
• Includes a pre-defined validation set of 3,481 images, representing a 20% split from the total.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• The specific snake species represented by the 5 generic classes are not detailed in the provided metadata.

Provenance

Source

huggingface

Freshness

Last updated 2026-06-03 19:48:07; freshness should be verified.