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[ML] Image Recognition project with Big images

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

Taidot: Computer Vision, Machine Learning (ML), Python, tekniikka, sähkötekniikka

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Tietoa työnantajasta:
( 37 arvostelua ) Thessaloniki, Greece

Projektin tunnus: #21349702

13 freelanceria on tarjonnut keskimäärin 200$ tähän työhön

liveexperts123

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 Lisää

$500 AUD 7 päivässä
(39 arvostelua)
6.7
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 Lisää

$250 AUD 7 päivässä
(39 arvostelua)
5.8
adeelpirzada

Hi, would you be able to check my proposal 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 experience Lisää

$175 AUD 7 päivässä
(11 arvostelua)
5.3
nodinh325

Hello, I am an expert in Image recognition and image processing using neural network. I can also compress using LZ77, LZW methods and recognize them. I want to discuss in more detail. Waiting for your reply. Thanks.

$200 AUD 7 päivässä
(32 arvostelua)
5.2
phantom1222

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 p Lisää

$200 AUD 3 päivässä
(7 arvostelua)
4.2
topexpert713

Hi, Nice to meet you! I am very interesting your project and I am confident of I can help your job. I am confident of this project as I'm a professional Python,ML expert with over 7 years of experience. Seems to be an Lisää

$200 AUD 7 päivässä
(9 arvostelua)
3.9
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 7 päivässä
(4 arvostelua)
3.1
KDC999

i am an ❤❤EXPERT❤❤ in Tensorflow with python Of course fully experienced with c++, c#. java, php .. and have been worked with this for over 10 years As a participant in ICPC and ever won a gold so mast algorithm and d Lisää

$140 AUD 2 päivässä
(1 arvostelu)
0.4
petysliski00

Hi! Greetings for the day! I have read your description carefully and understood what you want. As a senior full stack developer I have great experience in developing programming languages like python, C#, java. Smart Lisää

$140 AUD 7 päivässä
(0 arvostelua)
0.0
magey

I can finish it in short time

$155 AUD 3 päivässä
(0 arvostelua)
0.0
electronblood

Thanks, I am interested to learn those AI images. Kindly send the Full description to understand better to start the work. Below mentioned skills, which i have: - Data Entry, Website scraping or else manually collect Lisää

$140 AUD 7 päivässä
(0 arvostelua)
0.0
projectsTF

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 waitin Lisää

$250 AUD 15 päivässä
(1 arvostelu)
0.0
tmalviya

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 deplo Lisää

$111 AUD 10 päivässä
(0 arvostelua)
0.0