Help me run a code on PyNq z1 board FPGA

$30-250 CAD

Cancelled

Posted

almost 5 years ago

$30-250 CAD

Paid on delivery

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

FPGA

FPGA Coding

Machine Learning (ML)

Python

Verilog / VHDL

Project ID: 20424717

About the project

4 proposals

Remote project

Active 5 yrs ago

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4 freelancers are bidding on average $308 CAD for this job

@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 in 7 days

5.0

(24 reviews)

6.7

@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 ResNet50, CNN, RNN, GAN...) using Tensorflow , YOLO, caffe and so on. Of course, I have implanted them to devices such as FPGA, RaspberryPI, Jetson nano. So I can give help you perfectly. Please have a chat. Looking forward to meeting you. Thanks. Best regards. From Xiuna

$140 CAD in 7 days

5.0

(7 reviews)

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 as ARM and DSP. As I am an Electrical Engineer, I can design the cicuit by the Altium designer. Due to my experience in firmware development, I will bring you the perfect result in time with high quality. I hope we can discuss more details via a private chatting. After you see my profile, you will think I have no experience. I have been developed the great whole project, and I have the actual experience. I hope you think again about me I look forward to your response Best regards.

$250 CAD in 7 days

4.2

(14 reviews)

4.4

@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 in 7 days