nexusbert/resnet50-cassava-finetuned

Cassava Disease Classifier (ResNet50)

This model is a fine-tuned version of mesabo/agri-plant-disease-resnet50 on the Cassava Leaf Disease dataset. It is specifically designed to detect 5 common states of Cassava leaves, vital for food security in West Africa.

Classes Supported

1. Cassava Bacterial Blight (CBB)
2. Cassava Brown Streak Disease (CBSD)
3. Cassava Green Mottle (CGM)
4. Cassava Mosaic Disease (CMD)
5. Healthy

How to use

from transformers import pipeline

classifier = pipeline("image-classification", model="nexusbert/resnet50-cassava-finetuned")
results = classifier("path_to_leaf_image.jpg")
print(results)