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.
Best
Hi there,
I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project.
Thanks
Hello..
I have read your post very carefully and I have understood what you want.
I am a 100% completion Developer.
I have experience of development like this.
As an experienced developer, I am sure I can handle your project perfectly in the quick timeline.
Let me know if you have some time to discuss the details further.
Looking forward to hearing from you.
Sincerely.
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.
Hi,
Greeting of the day!
yes,
I read & understand your project requirement very carefully.
I understand your need.
Sure
I have rich experience in Java development and Machine learning.
I am waiting for your good response.
Looking forward to hearing from me.
Thanks,
Shikha
Hello there,
I am a student in my final year of engineering.
I have relevant professional experience in computer vision and also won several nation and international hackathons.
I have all the scripts ready to be deployed because, I am also working on the similar project.
I can definitely help you with your project.
If you are intrested just leave a message.