Image Recognition project

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.

Evner: Java, C programmering, Algoritme, Machine Learning (ML)

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Om arbejdsgiveren:
( 37 bedømmelser ) faridabad, India

Projekt ID: #21402854

6 freelancere byder i gennemsnit $137 på dette job


Hello Sir/ Ma’am We are a group of Software Engineers (Programmers) having 10+ years of experience. Expert in JAVA, C, C++ , C# , Python, ANDROID,IOS, MATLAB, IONIC. Done 40+ projects here on FREELANCER.COM. Plea Flere

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Hi I am a mathematician. My research are about natural language processing. I code in python and Matlab.

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My preferred method of freelancing is an interactive approach to project solving. I have an MSEE specializing in Digital Signal/Image/RF Processing. I do my work in MATLAB (expert). I also do Python programming.

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*** GOOD EXPERTISE IN SATELLITE IMAGE PROCESSING *** Hello, dear I am familiar with satellite image processing such as detecting plants and solar panels, and other objects before. I trained them myself and resulted in Flere

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Hello, I am software developer with enough experiences on C/C++ for 13 years. I can work by full time for your project and trying to satisfy the requirements. Client's idea + Programmer's good coding is the perfect res Flere

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Hello thank you for uploading again my project so i can find a proper programmer to help me directly

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