ResNet Archives - DebuggerCafe

Plant Disease Detection using the PlantDoc Dataset and PyTorch Faster RCNN

Sovit Ranjan Rath January 16, 2023 45 Comments

In this post, we train a PyTorch Faster RCNN ResNet50 FPN V2 model on the PlantDoc dataset for plant disease detection. ...

Sovit Ranjan Rath December 12, 2022 3 Comments

This tutorial trains a Faster RCNN ResNet50 FPN V2 model for apple scab detection using the PyTorch deep learning framework. ...

Sovit Ranjan Rath December 5, 2022 0 Comments

In this blog post, we use the ResNet34 deep learning model for apple fruit scab recognition. ...

Sovit Ranjan Rath November 28, 2022 2 Comments

This blog post explains how to train a deep learning image classification model for the recognition of early apple scab disease. ...

Sovit Ranjan Rath October 10, 2022 5 Comments

In this blog post, we fine tune a PyTorch ResNet34 model on a plant disease recognition dataset and also visualize class activation maps. ...