5 ms·
In the name of reproducible scientific results, is the training database available somewhere?
by tcrews 10y ago
In the name of reproducible scientific results, is the training database available somewhere?
- SparkyMcUnicorn 10y agoIt looks like it's the 22MB file in the model folder. https://github.com/ryanjay0/miles-deep/tree/master/model https://github.com/ryanjay0/miles-deep/tree/master/model
- chrisfosterelli 10y agoThis is just the resulting network weights. While useful, I believe this alone wouldn't let someone reproduce the experiment as easily as having the dataset.
- rightsForRobots 10y agoI don't have the rights to the dataset, so unfortunately I won't be releasing it.
- dharma1 10y agoYou should be able to scrape 30k+ labeled images relatively easily
- suryabhupa 10y agoHow do you imagine going about this?
- dharma1 10y agoin the case of porn, there is a zillion sites of images with labeled categories. Web scrape those
- rightsForRobots 10y agoThe photos aren't available but the trained model is. It's a set of weights.
- JulianMorrison 10y agoRun it backwards in inception mode? I wonder if it could generate porn, or what Gigeresque horrors would come out if somebody tried.
- rightsForRobots 10y agoI actually tried that. It's not as interesting as you'd think. Perhaps having an 'other' category makes it more difficult. It's trivial to drop the model into the deepdream ipython notebook they provide: https://github.com/google/deepdream/blob/master/dream.ipynb https://github.com/google/deepdream/blob/master/dream.ipynb
- rightsForRobots 10y agoTried again. Better: http://i.imgur.com/ALoLmcX.jpg http://i.imgur.com/ALoLmcX.jpg
- theoh 10y agoSeriously, though, synthesis using a recognition model can be a good reality check to remind us of the shortcomings of the model's "understanding" of the domain.
- cing 10y agoImage Synthesis from Yahoo's open_nsfw (https://news.ycombinator.com/item?id=12756462 https://news.ycombinator.com/item?id=12756462)