Category: Computer Vision

Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.

Plant Disease Detection using the PlantDoc Dataset and PyTorch Faster RCNN

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

PlantDoc Dataset for Plant Disease Recognition using PyTorch

Sovit Ranjan Rath January 9, 2023 0 Comments

This post explores the training of EfficientNetB0, ResNet18, and ResNet50 on the PlantDoc dataset and how they compare with each other. ...

PlantVillage Dataset Disease Recognition using PyTorch

Sovit Ranjan Rath January 2, 2023 2 Comments

In this blog post, we train several deep learning models on the PlantVillage dataset for disease recognition using PyTorch. ...

YOLOPv2 for Better, Faster, Stronger Panoptic Driving Perception – Paper Explanation

Sovit Ranjan Rath December 19, 2022 0 Comments

In this article, we explore the YOLOPv2 model for Panoptic Driving Perception. It carries out traffic object detection, drivable area segmentation, and lane detection using an end-to-end neural network. ...

Apple Fruit Scab Recognition using Deep Learning and PyTorch

Sovit Ranjan Rath December 5, 2022 0 Comments

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