Top Five Applications of Object Detection Software |
Posted: July 8, 2021 |
Object detection software can be used for counting people or objects in a crowd, counting items in a retail store, for quality checks in industries, in facial recognition, for enhancing security, and in driverless vehicles.
Object detection refers to the process of finding real-world objects such as flowers, humans, cars, bikes, and others in videos or still images. Object detection allows for the recognition, localization, and detection of several objects within an image, allowing us to have a better understanding of the image as a whole. Object detection is mainly used in applications like security, surveillance, advanced driver systems, image retrieval, and many more. Here are the top applications of object detection software.
Counting People Object detection systems can be used for people counting. For instance, it can help in analyzing the performance of a retail store or crowd statistics, for example, during festivals. Analyzing crowds of people tends to be a challenge when people are moving out of the frame quite quickly. Real time visual surveillance system is a key application as it can be used for different purposes during a crowd gathering.
Quality Check in Industries In industrial processes, object detection can be used in product identification. Using visual inspection to find a specific object involves multiple industrial processes such as sorting, machining, quality management, packaging, inventory management, and more. Tracking items in real time can be quite a challenge in inventory management. However, you can enhance inventory accuracy using real time object detection software.
Facial Recognition Facial recognition software is used to effectively identify human faces in digital images and videos. An example of this is “DeepFace”, a deep learning face recognition system developed by a group of Facebook researchers. Google also uses its own facial recognition system in Google photos to segregate all photos depending on the person in the images. Facial recognition software uses different components such as eyes, mouth, eyebrows, and nose.
Self-Driving Vehicles It is without doubt that self-driving vehicles will be the future of automobiles. However, the working mechanism of these vehicles is quite tricky since it combines a wide range of techniques to perceive the surrounding environment. This includes laser lighting, computer vision, radar, odometry, and GPS. With advanced control systems, driverless vehicles can interpret sensory data to identify the right navigation paths and obstacles on the road. When the person movement detection software perceives signs of a living being on the road, it stops automatically. All these things happen quite quickly and is a major step towards the functionality of driverless vehicles.
Security Object detection software plays a crucial role in security. It can be used by government agencies to access security feeds and match it with their existing database. This helps them to find criminals or identify vehicles used by robbers. Individuals can also use object detection programs like Apple’s Face ID to enhance the security of their mobile devices
The applications of object detection systems are limitless. The software can be used in all types of industries and for different tasks. Apart from the applications mentioned above, object detection software can also be used in computer vision tasks like activity recognition, image annotation, face recognition, video object co-segmentation, and face detection. It can also be used for tracking objects such as tracking an individual in a video, tracking the movements of cricket bats, or tracking the ball during football matches.
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