Help me run a code on PyNq z1 board FPGA

I trained a ResNet50 model on 34 animal classes and on my Desktop PC and i got overall test accuracy 92.5%. after that i implemented a python code that takes this model and detects in real-time the animals classes, either from videos of trough a webcam. all i working well ok PC

now i want to put this files on my PYNQ Z1 Fpga

and to see it running there

i installed tensorflow and keras on the pynq board already. but the model is not running, gets stuck

all i want is just to run inference there, no training is needed anymore

i have it on my table, is this board i have right now:

[login to view URL]

[login to view URL]

after detection of animal, it saves also their pictures in a folder

I will send all the files in the char

Ferdigheter: FPGA, FPGA Coding, Machine Learning (ML), Python, Verilog / VHDL

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Om arbeidsgiveren:
( 52 omtaler ) ontario, Canada

Prosjekt-ID: #20424717

4 frilansere byr i snitt $308 for denne jobben


Wow, Wonderful! I met the first FPGA project in freelancer :) I am FPGA (VHDL) expert! so I can help you. I 'd like discuss with you via chatting. I will wait. Thank you! From Apollo!~

$700 CAD på 7 dager
(24 Omtaler)

Dear,Client. I have checked your requirements carefully and I can understand what you want easily. That's because I have a good experience in Deep Learning application. I have built many Deep Learning engines(using Res Mer

$140 CAD på 7 dager
(7 Omtaler)

Hello I am senior microcontroller and Electrical Engineer. I have plenty of experience in firmware development. I have been a lot of Microcontroller developments. I can write the firmware based on PIC and FPGA as well Mer

$250 CAD på 7 dager
(14 Omtaler)

Hi, I am the engineer for you Expert in Xilinx SOC. I have several ZYNQ boards (ultrascale+) and I am working with deep learning as well Do you need me?

$140 CAD på 7 dager
(0 Omtaler)