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…Jul 13, 2023Jul 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…Jul 3, 20232Jul 3, 20232
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…Mar 20, 2023Mar 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…Mar 16, 2023Mar 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…Mar 15, 2023Mar 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…Mar 14, 2023Mar 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…Mar 13, 2023Mar 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…Feb 24, 2023Feb 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…Feb 21, 2023Feb 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…Feb 15, 2023Feb 15, 2023