Category: Computer Vision

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

Multiscale Vision Transformer for Video Recognition

In this article, we go cover the Multiscale Vision Transformer model for video action recognition. ...

Improving Face Keypoint Detection

Sovit Ranjan Rath March 25, 2024 0 Comment

In this article, we try improving out face keypoint detection pipeline by using the YOLOV8 Nano model as the face detector and training a custom face keypoint regressor. ...

Training a Robust Facial Keypoint Detection Model

Sovit Ranjan Rath March 11, 2024 2 Comments

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 4 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. ...