3 ms·
How did you create a data set large and accurate enough to be useful in training a model?
by brianberns 7y ago
How did you create a data set large and accurate enough to be useful in training a model?
- rameerez 7y agoSome friends run an AI bootcamp and helped me finding the initial set of users to help me with labelling. Initial labelled data was generated mostly through them, both manually labelling and with the approach described in https://useguard.com/experiment https://useguard.com/experiment Also, the model I'm using relies heavily in transfer learning and achieves very reasonable results with few labelled items (the paper in which the technique is described actually maintains that with only 100 labelled examples they reached comparable results to using 10x that data in models that use older approaches)
- fny 7y agoWhat paper is this? Is it the UDA paper?