Category: Computer Vision

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

DINOv2: Visual Feature Learning Without Supervision

In this article, we explore the DINOv2 Self-Supervised Computer Vision model for image classification, video classification, semantic segmentation, and depth estimation. ...

Exploring HQ-SAM

Sovit Ranjan Rath December 16, 2024 0 Comment

In this article, we explore HQ-SAM, a modified version of SAM that overcomes some of the limitations when trying to segment small and intricate objects. ...

Multiscale Vision Transformer for Video Recognition

Sovit Ranjan Rath April 1, 2024 0 Comment

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 3 Comments

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