Sometimes, object detection is overkill for a problem. Classification may be all you need. With Roboflow it's easy to test it out and see. You can import, export, and train, any dataset as multiclass classification to drop the bounding box information and just get a CSV containing the names of the classes contained in each image.
With Roboflow, you can deploy a computer vision model without having to build your own infrastructure.
Below, we show how to convert data to and from
Multiclass Classification CSV
. We also list popular models that use the
Multiclass Classification CSV
data format. Our conversion tools are free to use.
Free data conversion
SOC II Type 2 Compliant
Trusted by 250,000+ developers
Free data conversion
SOC II Type 1 Compliant
Trusted by 250,000+ developers
The
models all use the
data format.
filename, head, helmet, person
000001.jpg, 0, 1, 0
000007.jpg, 0, 1, 0
000012.jpg, 0, 1, 0
000013.jpg, 0, 1, 0
000014.jpg, 0, 1, 0
000016.jpg, 0, 1, 0
000017.jpg, 0, 1, 0
000018.jpg, 0, 1, 0
000019.jpg, 1, 0, 0