What is Object Tracking? Simply put, locating an object in successive frames of a video is called tracking. The definition sounds straightforward forward, but in computer vision and machine ...
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What is Face Detection? Ultimate Guide 2025 + Model Comparison
September 6, 2022
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Face Detection is a computer vision technique in which a computer program can detect the presence of human faces and also find their location in an image or a video stream. Isn’t it mind-boggling how ...
Document Segmentation Using Deep Learning in PyTorch
August 30, 2022
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Document Scanning is a background segmentation problem that can be solved using various methods. It is one of the extensively used applications of computer vision. In this article, we are considering ...
Center Stage for Zoom Calls Using MediaPipe
August 16, 2022
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Today we are going to walk you through the implementation of Center Stage as seen in Apple iPads, iMacs, and MacBooks. We will be using the following: ✅ MediaPipe to track the person ✅ OpenCV for ...
Mean Average Precision (mAP) in Object Detection
August 9, 2022
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Mean Average Precision (mAP) is a performance metric used for evaluating machine learning models. It is the most popular metric that is used by benchmark challenges such as PASCAL VOC, COCO, ImageNET ...
YOLOv7 Object Detection Paper Explanation & Inference
August 2, 2022
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What is YOLOv7? YOLOv7 is a single-stage real-time object detector. It was introduced to the YOLO family in July'22. According to the YOLOv7 paper, it is the fastest and most accurate real-time ...
