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[ML] Image Recognition project with Big images with KERAS -- 4

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

Kemahiran: Computer Vision, Kejuruteraan, Machine Learning (ML), Python

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Tentang Majikan:
( 38 ulasan ) Thessaloniki, Greece

ID Projek: #21403450

8 pekerja bebas membida secara purata $186 untuk pekerjaan ini

dinhfreedom

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 t Lagi

$200 AUD dalam 7 hari
(81 Ulasan)
6.6
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 Lagi

$175 AUD dalam 7 hari
(11 Ulasan)
5.3
mehullala1706

Hello, I have extensive experience working with python and machine learning. I can do task within budget and timeline.

$210 AUD dalam 5 hari
(6 Ulasan)
4.4
jyrens

Hello There i am a machine learning specialist , i have seen your project about machine learning with pretrained labels on keras , i can do it using tensorflow , please Private message me for me to work on it you Lagi

$250 AUD dalam 7 hari
(4 Ulasan)
3.0
uxiaojuan2019

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.

$140 AUD dalam 7 hari
(5 Ulasan)
2.2
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 dalam 7 hari
(2 Ulasan)
2.1
mkashifchli

Hy i have done image object detection using keras retinanet with tensorflow gpu. I used google colaboratory for gpu usage

$155 AUD dalam 3 hari
(0 Ulasan)
0.0
Qiqi201904

*** 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 Lagi

$216 AUD dalam 4 hari
(0 Ulasan)
0.0