As a final post, I’m going to summarize what I’ve done for this Dogs vs Cats project. Let’s do it chronologically. Blog post 1: First results reaching 87% accuracy To begin with t…| IFT6266-Deep Learning
Last Sunday, I presented a model which achieved a testset accuracy of 94.9% (see this post). This network follows the VGG approach (“depth is good”, 3×3 filters), and Batch Normali…| IFT6266-Deep Learning
Last tuesday, I did a presentation in IFT6268 class about the Batch Normalization paper. Therefore, I’ll start this blog post by a review of this paper. Then, I’ll present my experiment…| IFT6266-Deep Learning
Well, I spent most of the week working on my code (adding the possibility to use Fuel instead of loading datasets in memory, and moving the scripts to the GPU cluster). But I still have some result…| IFT6266-Deep Learning