šexperimenting with things involving cnns, Pytorch used everywhere.
Vizualizations from the CNN Viz.ipynb notebook showing conv layer kernel for some channel in the first layer, it's resultant activation map and patches that result in highly activated neurons in the channel.
More stuff to be added...
An attempt at recreating (partially) the Gaty's et al paper - A Neural Algorithm of Artistic Style, along with some other experiments.
Styled using Van Gogh's Starry Night Over the Rhone
A naive attempt at FGVC7 - Plant Pathology.
Makes use of image augmentation using Albumentations, ensemble of 4 models among other things.
Inspecting some misclassified samples.
From following this, but self coded.
Comparing predicted detection and instance seg maps with ground truth.