Annulé

Need help with deep learning and 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

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

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Concernant l'employeur :
( 33 commentaires ) ontario, Canada

Nº du projet : #20424680

2 freelance font une offre moyenne de $265 pour ce travail

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!~

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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 w Plus

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