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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]

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

I will send all the files in the char

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

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Tentang Majikan:
( 33 ulasan ) ontario, Canada

ID Projek: #20424717

6 pekerja bebas membida secara purata $270 untuk pekerjaan ini

xiqian88

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 dalam 7 hari
(21 Ulasan)
6.6
suju8811

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 Lagi

$140 CAD dalam 7 hari
(7 Ulasan)
5.4
SmithZhang

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 Lagi

$250 CAD dalam 7 hari
(11 Ulasan)
4.2
fangovincent

Hi I've worked with PYNQ with FGPA on my previous work. One one my project was porting ZCU104 to PYNQ platform. What kind of error did you have when running your model? Let's have chat and talk more of the details.

$140 CAD dalam sehari
(3 Ulasan)
3.3
KbnEngineering

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 dalam 7 hari
(0 Ulasan)
0.0
FSFH

Design engineer with experience in large scale complex system design with practicing in Verilog, SystemVerilog, programming firmware, C, C++ programming and Machine Learning with Python. Let's Discuss further.

$250 CAD dalam 15 hari
(0 Ulasan)
0.0