[ML] Image Recognition project with Big images with KERAS -- 4
$30-250 AUD
Fechado
Publicado há mais de 4 anos
$30-250 AUD
Pago na entrega
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
Dear sir.
Your project attracted my attention at first glance, because I've extensive experience in Keras Programming.
I'm really confident about your project, and very eager to join your project.
If we have a chance to cooperate, I'll do my best to provide wonderful result.
Looking forward to your response.
Best Regards.
I have been working as a typist and developer with python, Java, office, vb, c, c++,web programs for 7+ years.
In these years, I have many experiences in these branches.
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.