Object Detection


A computer vision technique for detecting, identifying and locating objects in images or videos. Once objects are detected, bounding boxes are drawn around them to locate them in the image/video and track how they move.

Object detection algorithms can be used for autonomous driving, security cameras, medical imaging, robotics and other vision-related applications.

Some of these applications require real-time object detection. This makes object detection models very heavy and requires performance solutions to ensure accuracy.

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					from transformers import AutoFeatureExtractor, AutoModelForImageClassification

extractor = AutoFeatureExtractor.from_pretrained("microsoft/resnet-50")

model = AutoModelForImageClassification.from_pretrained("microsoft/resnet-50")