[ML] Image Recognition project with Big images with KERAS -- 2

Hello people!

We have many satellite images of a forest with different heights of vegetation. From them we have extracted 20 big square areas called AOIs (areas of interest) in tiff format (after we have cleaned them from inappropriate data), 8 gb each, with labels and everything.

We need to classify those squares in 5 classes, according to their height, with 3 methods:

A) With pre-trained networks:

1 - LZW compression

2-NN-1m compression

B) Without pre-trained networks:

Instead of writing a network from scratch

and scrutinizing the ideal depth of the network, number of parameters within each layer

and other hyperparametrs, you can simply find the code of a pre-trained network on keras

and copy paste it with some modifications.

We have implemented 1 method only for 8 of the 20 AOIs. We want them all!! You will either need a great CPU, a great GPU, or a smart method like we did, to train it.

We will also need full documentation of the implementation, accompanied with screenshots.

I will send the full description in chat and I will be happy to answer any questions. The budget is $216 and we have ~ 5-6 days .

Best Wishes

Habilidades: Computer Vision, Engenharia Elétrica, Engenharia, Machine Learning (ML), Python

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Acerca do Empregador:
( 39 comentários ) Thessaloniki, Greece

ID do Projeto: #21357998

6 freelancers estão ofertando em média $102 para esse trabalho


We are a team of Electrical and Electronics engineers and we are Excellent in the following areas: • Embedded C Programming. • VHDL/Verilog • Microcontroller like Arduino, Raspberry Pi, FPGA, AVR, PIC and STM32. • ID Mais

$140 AUD in 7 dias
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ok the budget and deadline is ok for me, waiting for your reply now so we can start the work

$216 AUD in 5 dias
(10 Comentários)

I'm experienced data scientist with 05 yrs of experience in Python ML. I have done multiple image processing projects and can do your.

$30 AUD em 1 dia
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hi, i am very expert in this domain. i have more than 5 yrs of experiance in ML. i am expert in matlab/java/php/android. I am wll familiar with ANN,PNN,CNN, i have developmed may projects in IEEE based research Paper. Mais

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Github link:[login to view URL] Hello sir I have provided my github link above I have a good experience in ML and AI I have not understood your project properly Can we discuss a little Mais

$100 AUD in 7 dias
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Hey there !! I read the description about your project and i will do it perfectly because many of my project are on machine learning algorithms and computer vision . from last few year I working on this field and wo Mais

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