Category: Computer Vision

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

Stanford Cars Classification using EfficientNet PyTorch

In this post, we explore how to carry out Stanford Cars classification using EfficientNet B1 model and PyTorch ...

Using PyTorch Visualization Utilities in Inference Pipeline

Sovit Ranjan Rath May 16, 2022 2 Comments

In this post, we explore how to integrate the PyTorch visualization utilities with video inference pipeline. ...

An Introduction to PyTorch Visualization Utilities

Sovit Ranjan Rath May 9, 2022 0 Comments

In this post, we explore how to use PyTorch visualization utilities for drawing and annotating on images. ...

Simple Facial Keypoint Detection using TensorFlow and Keras

Sovit Ranjan Rath May 2, 2022 0 Comments

In this post, we explore the creation of a simple facial keypoint detection pipeline using TensorFlow and Keras. ...

Traffic Sign Detection using PyTorch Faster RCNN with Custom Backbone

Sovit Ranjan Rath April 25, 2022 0 Comment

In this post, we train the PyTorch Faster RCNN object detection model with custom backbone on the GTSDB dataset. ...