Category: Computer Vision

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

Training a Robust Facial Keypoint Detection Model

In this article, we train a custom robust facial keypoint detection model using the PyTorch deep learning framework. ...

Fine-Tuning FCOS using PyTorch

Sovit Ranjan Rath December 4, 2023 13 Comments

In this article, we are fine-tuning the FCOS model on a smoke detection dataset using the PyTorch deep learning framework. ...

Detecting Driver Distractions using Deep Learning and PyTorch in Real Time

Sovit Ranjan Rath October 2, 2023 0 Comment

In this article, we train an image classification model for detecting driver distractions in real-time. ...

Person Segmentation with EfficientNet Lite Based Segmentation Models

Sovit Ranjan Rath August 28, 2023 0 Comments

In this article, we build a semantic segmentation model with EfficientNet Lite encoder and train it on a person segmentation dataset. ...

Workout Recognition using CNN and Deep Learning

Sovit Ranjan Rath June 19, 2023 0 Comment

This article fine-tunes a pretrained ResNet50 CNN model for workout recognition in images and videos. ...