Need someone to help me run a code (already made)

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

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

Nº du projet : #20424699

8 freelance font une offre moyenne de $175 pour ce travail


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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(21 Commentaires)

Hello Write me please

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I've a great interest in this project as a web development team manager whose team has several smart rising web experts and 3 well-behaved web experts. I have been working for 2 years in information technology. I guara Plus

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can i have more information about OS platform and version , you source code of python and package you have installed on OS ?

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Hi, I have worked on all the three reamers and can help you on this, it will be a good experience for me too. I hope to discuss more on this Thanks.

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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.

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I have experience writhing VHDL code for xilinx and altera FPGAs.I also have projects in the field on my page. Digital design is my field of interest I can help diagnosing the problem. Regards,

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Hello, I understand what you need. I have experience in this particular area. I have worked on inference learners on cars classification with 196 classes of cars. I assure you of quality work according to your demands Plus

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