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Would something like images of rat cells to train to than transfer learn on humans be worth while? The author of the article tried it with ImageNet and it didn'
by itchyjunk 10y ago
Would something like images of rat cells to train to than transfer learn on humans be worth while? The author of the article tried it with ImageNet and it didn't work out. But I wonder about the viability of that techniques with non human cells.
- devl82 10y agowell the same principle as with the VGGnet applies here too. If the rat images differ 'significantly' (whatever that means; i am a research engineer not a pathologist) then you will have nothing to transfer. Maybe it would be more fruitful to try to transfer via a huge amount of artificially generated cell images (there are toolboxes for that and its not linear transformations like rotation etc.) blended with some subset of vggnet (or similar) trained only with 'circular' objects ..