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[ML] Image Recognition project with Big images with KERAS

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

Beceriler: Computer Vision, Elektrik Mühendisliği, Mühendislik, Machine Learning (ML), Python

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İşveren Hakkında:
( 37 değerlendirme ) Thessaloniki, Greece

Proje NO: #21349978

Bu iş için 14 freelancer ortalamada $194 teklif veriyor

dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Image Recognition with Keras Programming. I'm really confident about your project, and very eager to join your project Daha Fazla

$200 AUD in 7 gün içinde
(83 Değerlendirme)
6.6
uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine Daha Fazla

$140 AUD in 7 gün içinde
(64 Değerlendirme)
6.0
williams115

Hi there - My name is Phong. I’ve read your brief and I am very interested in this project because I have good knowledge and rich practical experience in these fields. I am highly qualified for this project and would l Daha Fazla

$250 AUD in 7 gün içinde
(39 Değerlendirme)
5.8
schoudhary1553

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Pl Daha Fazla

$250 AUD in 2 gün içinde
(35 Değerlendirme)
5.9
adeelpirzada

Hello, I have been working on Machine Learning, Pattern Recognition, Event Tracking and Natural Language Processing using Python. Below are areas where I am strong and experienced. N.L.P: Get meaningful insights f Daha Fazla

$175 AUD in 7 gün içinde
(11 Değerlendirme)
5.3
cindcoder

Hello. I am very interested in your project. If you discuss about this project with me and give it, you will receive a perfect result in a short time. Thanks a lot. Best Regards.

$140 AUD in 7 gün içinde
(5 Değerlendirme)
4.0
Dream20172017

Hello sir. I'm excited about your project, because I've really rich experience in Image Recognition Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderf Daha Fazla

$140 AUD in 7 gün içinde
(7 Değerlendirme)
4.1
jabldamian26

Hello, client. This is machine learning expert. I can help you with image recognition. Please feel free to contact me. Hope to hear from you soon. Best regards. Damian.

$500 AUD in 7 gün içinde
(4 Değerlendirme)
3.5
eecs93

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.

$140 AUD in 7 gün içinde
(4 Değerlendirme)
3.1
chraheelbhatti

I have 05 yrs of experience in Python image processing and ML and I have done multiple successful projects in this. I can help in your project.

$30 AUD in 5 gün içinde
(4 Değerlendirme)
2.8
mingguo808

********PLEASE GIVE ME CHANCE TO SHOW MY EXTRA ABILITY************ Thanks for your posting! I am a image processing expert using machine learning, such as tensorflow, caffe, darknet and etc. I have developed a lot o Daha Fazla

$140 AUD in 7 gün içinde
(2 Değerlendirme)
1.8
dotablack

Hello, i can do it for you. i am from shenyang china. send me more [login to view URL] take my interview for this project if you want

$216 AUD in 7 gün içinde
(0 Değerlendirme)
0.0
Riadhayachi

I am a machine learning expert. I have worked on many projects in the field of computer vision and satellite images. I am familiar with deep learning frameworks such as TensorFlow, keras, and PyTorch. I am sure than I Daha Fazla

$100 AUD in 7 gün içinde
(0 Değerlendirme)
0.0
Infogrex123

We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Deci Daha Fazla

$300 AUD in 7 gün içinde
(0 Değerlendirme)
0.0