SnarkyNet MNIST Digits for zkApps was a proof of concept to investigate the possibility of implementing a Deep Neural Network for Multi-Class Classification of Images in SnarkyJS.

The initial results lined up with the Tensorflow model the zkapp was based on but ran into a roadblock upon with the exponential implementation in the Softmax filter. Unfortunately, as proof of concept revealed that for Neural Networks utilizing a Softmax filter (or any activation function with an exp), the calculation of the circuit is difficult.

Until an exponential equivalent for SnarkyJS, the project is on hold. However, Deep Neural Networks are possible with SnarkyJS as long as there are no exponential functions necessary (e.g. binary classification).

For more info click here > Built by Makalfo#7996 on Discord