Category: Computer Vision

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

Caltech UCSD Birds 200 Classification using Deep Learning with PyTorch

In this article, we train an EfficientNetB1 model on the Caltech UCSD Birds Classification dataset using the PyTorch Deep Learning framework ...

Wheat Detection using Faster RCNN and PyTorch

Sovit Ranjan Rath January 30, 2023 4 Comments

In this article, we train a Faster RCNN MobileNetV3 Large FPN model for wheat head detection in images and videos under various scenarios. ...

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. ...

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. ...