3 ms·
Wait, did they just kill YOLO, at least for time-insensitive tasks?
by behnamoh 2y ago
Wait, did they just kill YOLO, at least for time-insensitive tasks?
- minimaxir 2y agoYOLO is probably still cheaper if bounding boxes are your main goal. Good segmentation models that work for arbitrary labels, however, are much more expensive to set up and run, so this type of approach could be an interesting alternative depending on performance.
- daemonologist 2y agoNo, the speed of YOLO/DETR inference makes it cheap as well - probably at least five or six orders of magnitude cheaper. Edit: After some experimentation, Gemini also seems to not perform nearly as well as a purpose-tuned detection model. It'll be interesting to test this capability and see how it evolves though. At some point you might be able use it as a "teacher" to generate training data for new tasks.
- vunderba 2y agoWell no. You can run/host YOLO which means not having to submit potentially sensitive information to a company that generates a large amount of revenue from targeted advertising.