Develop baseline based on AlexNet that achieves ~90% accuracy without Locally Connected Layers and instead is fully convolutional. To match parameter count we can increase the number of layers, e.g. to 6 as this mathces the number of areas in the visual cortex. Need to HP otpim this. Potentially the literature can give hints too.
weidler
commented
4 years ago
Develop baseline based on AlexNet that achieves ~90% accuracy without Locally Connected Layers and instead is fully convolutional. To match parameter count we can increase the number of layers, e.g. to 6 as this mathces the number of areas in the visual cortex. Need to HP otpim this. Potentially the literature can give hints too.