pocket-cnn
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marph91
CNN-to-FPGA-framework for small CNN, written in VHDL and Python
Power-of-two weights should simplify the design drastically, since no multiplications, but only shift operations are performed. Currently, weights can be transformed to power-of-two by using the flag `aggressive=True`. However, this...
For the update, there are some modifications at the workflow file needed. For example `cmake` needs to be installed manually. It should also be checked whether ONNX 1.8.0 is usable...
Currently, the backpressure is handled by control signals, that signalize if the layer is ready for new data. I. e. `isl_get` and `isl_rdy`. This is problematic the more layers are...
The design was implemented on a Zynq 7020 once, but it wasn't documented. Proposed workflow: - Load a binary sample image from the SD card. - Write the sample image...