Project Templates.
Neurolabs Platform will automatically select the
right Computer Vision architecture for your project.
Image Classification
AVAILABLE NOW
Image classification involves assigning a label to
an entire image or photograph. It is best suited
for situations when there is only one object of
interest that dictates the overall understanding of
the image.
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Some examples of image classification include:
monitoring assets for defects/no-defects in
manufacturing, ensuring adherence to safety
protocols, classifying products in retail, searching
through large visual databases to identify
relevant objects, etc.
Object Detection
AVAILABLE NOW
If you aim to identify the location and category of multiple objects in an image, the object detection use case is for you. This is a more challenging task than simple image classification, as often there are multiple objects in the image of different types.
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Some examples of object detection include: product recognition for inventory management in retail, food recognition for automatic checkout in foodservice, vehicle and person detection for security or smart city, monitoring of assets in warehouses, etc.
Object Tracking
COMING SOON
Track particular objects across the entire video. If your situation requires that each of the objects are tracked as they move around frames in a video, maintaining unique assignments, then object tracking solves that for you.
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Some examples of object tracking include: tracking parcels as they move around the warehouse, monitoring traffic for safety reasons, observing activity in parking lots, etc.
Object Counting
AVAILABLE NOW
Counting the number of instances of an object is,
in a way, still an application of object detection. It
is useful when you want an estimation of the
number of objects in a still image or video frame.
Using the Neurolabs Platform, it is simply a box
that you need to tick in the Post-Processing section of the model training step.
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Object counting can be useful for situations such
as: keeping track of the number of products on
the production line, ensuring certain standards in
delivery, monitoring restricted traffic or
socialising environments, etc.