Make Object Detection Easier with Bounding Box Annotation Technique

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Make Object Detection Easier with

• Bounding Box Annotation Technique

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Table Of Content

• Introduction
• Bounding Box Annotation Use Cases
• Object Detection in ecommerce
• Object Identification in Drone Photography
• Indoor Object Recognition
• Vehicle Damage detection for Insurance Claims
• Object Localization for Autonomous Vehicle
  Driving
• Conclusion

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Introduction
Bounding box annotation is one of the most used
methods in machine learning and deep learning. In
this technique, annotators draw boxes around the
object of interest according to the projects
requirements. Listed here are a few use cases of
bounding box annotation method.
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• As a seasoned data annotation company, we offer
  internationally compliant and high-quality 2D
  bounding box annotation services aligned with the
  clients requirements.

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Bounding Box Annotation Use Cases

• Object Detection in ecommerce
• Object Identification in Drone Photography
• Indoor Object Recognition
• Vehicle Damage detection for Insurance Claims
• Object Localization for Autonomous Vehicle Driving

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Object Detection in E-commerce
One of the significant use cases of the bounding
box annotation technique is seen in the ecommerce
or online retail industry. The products sold
online are labeled using this technique. The
boxes help the machine learning models recognize
the clothing and accessories brought by the
customers.
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Object Identification in Drone Photography
Objects annotated with bounding box technique
assist autonomous machines such as drones and
robots to identify different things on the
ground. The wide range of objects captured using
the bound boxes guide the drones and robots to
detect similar physical objects from a distance
and behave accordingly.
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Indoor Object Recognition
Indoor things such as beds, cupboards, tables,
chairs, electronic systems, and so on are
detected using the bounding box technique. The
objects highlighted in boxes help the machine
learning algorithms get an idea of a room and the
type of objects placed there with position and
dimensions.
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Vehicle Damage Detection for Insurance Claim
The insurance companies can detect cars and other
types of vehicles damaged due to accidents. The
smart models identify the point and intensity of
damages to estimate the cost of claims a customer
can getgiving an approximate idea before
claiming the insurance.
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Object Localization for Autonomous Vehicle Driving
The bounding box annotation technique is widely
used in training self-driving car perception
models. It helps them recognize different objects
present on the roads such as potholes, traffic
signals, lane obstacles, pedestrians, etc.
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Conclusion
Engaging in professional data annotation services
is a better alternative. Companies not only gain
assured excellence, but also get constant access
to high-quality, relevant, and accurate data
sets. Now you know what needs to be done!
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Contact Us
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USA  1 609 632 0350  info_at_damcogroup.com https
//www.damcogroup.com/2D-bounding-box-annotation
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