kamal_DSYOLOv4: A Comprehensive Guide to Object Detection using Darknet and OpenCVObject detection is a fundamental task in computer vision that involves identifying and localizing objects within an image or video. Over…6 min read·Jul 13, 2023----
kamal_DSImplementing Regression Problem using TorchIn this blog post, we will explore the concept of linear regression and how it can be implemented using PyTorch. Regression is a…4 min read·Jul 3, 2023--2--2
kamal_DSBreaking Bad Habits: Learning Computer Vision Instead of Just Binge-Watching NetflixComputer vision is a field of artificial intelligence that has become increasingly popular in recent years. It involves teaching machines…3 min read·Mar 20, 2023----
kamal_DSMastering Object Detection with YOLOv3 and COCO datasetIn this blog post, I am going to explain Line by Line code Explanation for Yolov3 pre-trained object detection for the coco dataset which…5 min read·Mar 16, 2023----
kamal_DSIntersection Over UnionIOU (Intersection over Union) is an important concept in object detection that is used to evaluate the accuracy of predicted bounding boxes…2 min read·Mar 15, 2023----
kamal_DSNon-Max SuppressionNon-Maximum Suppression (NMS) is a post-processing step used in YOLOv3 and other object detection models to remove redundant bounding box…2 min read·Mar 14, 2023----
kamal_DSEverything You Need to Know About YOLOv3: The Complete Training Process, Model Performance.The YOLOv3 (You Only Look Once version 3) is a real-time object detection system that is capable of detecting 80 common object classes…6 min read·Mar 13, 2023----
kamal_DSSummary Extraction From News ArticlesIn today’s digital age, we are constantly bombarded with large amounts of textual data in the form of articles, reports, and other…6 min read·Feb 24, 2023----
kamal_DSFace Detection Using Viola Jones Haar_cascade ClassifiersFace detection is an important task in computer vision and is used in a wide range of applications such as security systems, photo tagging…3 min read·Feb 21, 2023----
kamal_DSPython List and Dictionary Comprehension TechniquesList and dictionary comprehension are powerful features in Python that allow us to create new lists and dictionaries using a compact and…3 min read·Feb 15, 2023----