Ultra-low power and high-performance AI processor GAP8 › Forums › GAP8 developers’ group › HDK (Hardware Development Kit) › mobilenet ssd v2
- ngkp76ParticipantApril 1, 2019 at 5:42 pmPost count: 1
I would like to ask if it is feasible to implement a mobilenet ssd v2 for a 640×480 video at a few frames per second (eg. 3).
i understand the eval board is pretty limited in memory to store the coefficients of the network. but can i build a custom pcb and add in more lpddr ram to overcome this?
would like to see if can implement mobilenet or yolo v2 (not tiny yolo) by trading off speed.
- Francesco PaciKeymasterApril 18, 2019 at 5:45 pmPost count: 6
thanks for the information.
perhaps using the following as a reference point?
what about yolo v2?
basically what i would like to find out are
1) what layers gap8 cant do,
2) is there a limit to the size of the network model if i have sufficient ddr ram. how does the power consumption get impacted
3) gmacs it can do