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Object Detection Lite: Template Matching
Template matching is a high-level computer vision approach that detects image portions that match a predetermined template
Parthiban Marimuthu 12 Oct, 2024
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Comprehensive Guide to Edge Detection Algorithms
Learn about edge detection, its importance, and deep learning approaches. Explore Canny and HED implementations and evaluation metrics.
Vikram 16 Jan, 2025
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LOGOS: A Brand Independent logo detection model
Logo detection is a part of a broader family of object detection. In object detection, we predict the bounding box for objects in an image.
Maitri 08 Aug, 2022
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A Compressive Guide to Build Image Caption Generator
Image caption generator is the most used application in the industry these days. This article will tell you how to build and evaluate it.
Anshul 10 Aug, 2022
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How to Train a Custom Object Detection Model with YOLOv7?
Explore the different versions of YOLO and learn to perform object detection on a custom dataset with YOLOv7 following our step-by-step guide.
Parthiban Marimuthu 22 Feb, 2024
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Beginner’s Guide To Image Gradient
Image gradient is used in edge detection. Many algorithms, such as Canny Edge Detection, use image gradients for detecting edges.
Shivansh Kaushal 12 Nov, 2024
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A brief Study of Image Thresholding Algorithms
Image thresholding is a type of image segmentation that divides the foreground from the background in an image.
Krithika 08 Aug, 2022
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Building a Brain Tumor Classifier using Deep Learning
Deep learning has paved its roots much more decisively in our daily lives. As a society, we experience miniature lifestyle changes.
Adityaraj 10 Aug, 2022
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YOLO: An Ultimate Solution to Object Detection and Classification
Learn about YOLO family that has been the supreme leader in Object Detection and Classification Algorithms since its inception.
NEHAAL 26 Jul, 2022
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Light-weight Decoder-free Object Detection with Transformers
The article shows how DFFT simplifies object detection to an encoder-only single-level anchor-based dense prediction framework.
Drishti 19 Dec, 2023
