deploy a caffe network on ICE40UP5K using lattice radiant on iCE40 UltraPlus Breakout Board
Budget: $30 – $250 USD
My experience with deploying Caffe networks on FPGA boards is intermediate. I have prior experience with the Lattice Radiant software so I am ready to use it for this project. My specific task or outcome I want to achieve with this deployment is Image Classification using the ICE40UP5K FPGA with the iCE40 UltraPlus Breakout Board and Lattice Radiant software.
Details:
1, I already built a caffe network, just need to deploy it
2, the input of the caffe network is supposed to be an image but right now the input of the caffe network are 32x32 matrix and output will be 1 or 0. I want to test that with deploy the model on ICE40UP5K
3, I will provide the network file, and the final result will be a project file and can use my caffe network, have hardcode a 32x32 matrix and output 1 or 0, which light up a led in green or red.
reference https://www.latticesemi.com/products/designsoftwareandip/intellectualproperty/referencedesigns/referencedesign04/humanpresencedetection
Details:
1, I already built a caffe network, just need to deploy it
2, the input of the caffe network is supposed to be an image but right now the input of the caffe network are 32x32 matrix and output will be 1 or 0. I want to test that with deploy the model on ICE40UP5K
3, I will provide the network file, and the final result will be a project file and can use my caffe network, have hardcode a 32x32 matrix and output 1 or 0, which light up a led in green or red.
reference https://www.latticesemi.com/products/designsoftwareandip/intellectualproperty/referencedesigns/referencedesign04/humanpresencedetection