Closed lanterno closed 1 year ago
In two previous attempts, we've tried transfer learning to MLP and to LR models. However, both didn't have good results.
In this issue, We want to modify the training data to add some anomalous images as well.
Once that's done, we review the results.
To review the results of the two experiments, check these two notebooks:
https://github.com/c4dt/predictive-maintenance/blob/main/experiments/linear_regression.ipynb https://github.com/c4dt/predictive-maintenance/blob/main/experiments/mlp.ipynb
In two previous attempts, we've tried transfer learning to MLP and to LR models. However, both didn't have good results.
In this issue, We want to modify the training data to add some anomalous images as well.
Once that's done, we review the results.
To review the results of the two experiments, check these two notebooks:
https://github.com/c4dt/predictive-maintenance/blob/main/experiments/linear_regression.ipynb https://github.com/c4dt/predictive-maintenance/blob/main/experiments/mlp.ipynb