How do you use TensorFlow to detect objects? – Enpatika
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How do you use TensorFlow to detect objects?

What is object detection and how it works?

1 April 2022 Enpatika.com Genel

Object detection is a computer vision technique that works to identify and locate objects within an image or video . Specifically, object detection draws bounding boxes around these detected objects, which allow us to locate where said objects are in (or how they move through) a given scene.

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What is meant by object detection?

1 April 2022 Enpatika.com Genel

Object detection is a computer vision technique for locating instances of objects in images or videos . Object detection algorithms typically leverage machine learning or deep learning to produce meaningful results.

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How does tracking work in an object?

1 April 2022 Enpatika.com Genel

Object tracking is an application of deep learning where the program takes an initial set of object detections and develops a unique identification for each of the initial detections and then tracks the detected objects as they move around frames in a video .

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Which algorithm is best for object tracking?

1 April 2022 Enpatika.com Genel

The best real-time object detection algorithm (Accuracy) On the MS COCO dataset and based on the Mean Average Precision (MAP), the best real-time object detection algorithm in 2021 is YOLOR (MAP 56.1) .

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How many objects can TensorFlow detect?

1 April 2022 Enpatika.com Genel

The pre-trained models we provide are trained to detect 90 classes of objects.18 May 2021

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How do you use TensorFlow to detect objects?

1 April 2022 Enpatika.com Genel

Installation and setup

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