Need help with deep learning and FPGA

$30-250 CAD

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over 4 år siden

$30-250 CAD

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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

Python

FPGA

Machine Learning (ML)

FPGA Coding

Verilog / VHDL

Prosjekt-ID: 20424680

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2 forslag

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Aktiv 5 år siden

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2 frilansere byr i gjennomsnitt $265 CAD for denne jobben

@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!~

$500 CAD om 7 dager

5,0

(21 omtaler)

6,6

@shahid92khan

Dear Patron, Greetings for the day & hope you will find this message in the best of your health & spirit. I am having more than 17 years of rich & diversified experience in service industry & IT domain and directly worked with global giants like ALLIANZ AG of Germany, Australia Mutual Provins of Australia and MITSUI SUMITOMO of Japan and have successfully handled their multiple projects as well. I have gone through your requirement thoroughly and eager to join your great association for a long term mutually beneficial business relationship so kindly share complete scope of the project along with source code & process flow to take it forward. Apart from my portfolio, I will share more samples and also like to discuss more in detail about timeline & amount wise estimation via freelancer chat. Waiting for your early & favorable reply. Kind regards, M S Khan

$30 CAD om 5 dager