Could someone explain to me how this works and why a generic DSP or GPU is not enough? Also, are there any active open source projects in this field (DSP, GPU

Could someone explain to me how this works and why a generic DSP or GPU is not enough? Also, are there any active open source projects in this field (DSP, GPU or video coded hardware)?