Roboflow | Experiment: Subject Similarity's effect on Transfer Learning @Roboflow | Uploaded 3 years ago | Updated 4 hours ago
You may have heard that transfer learning can improve your model's performance, but is it more important to start from a checkpoint that has been trained on a huge number of images? Or on one that is very similar to your actual dataset?
We did an experiment to find out; the results may surprise you.
You may have heard that transfer learning can improve your model's performance, but is it more important to start from a checkpoint that has been trained on a huge number of images? Or on one that is very similar to your actual dataset?
We did an experiment to find out; the results may surprise you.