Category: Computer Vision

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

Small Scale Traffic Light Detection using PyTorch

In this article, we train a Faster RCNN model for small scale traffic light detection using the PyTorch deep learning framework. ...

Bird Species Detection using Deep Learning and PyTorch

Sovit Ranjan Rath February 13, 2023 11 Comments

In this article, we use the Faster RCNN MobileNetV3 Large FPN model for bird species detection spanning over 200 different classes of birds. ...

Caltech UCSD Birds 200 Classification using Deep Learning with PyTorch

Sovit Ranjan Rath February 6, 2023 0 Comments

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. ...