[ML] Image Recognition project with Big images with KERAS -- 2

$30-250 AUD

Closed

Posted

over 4 years ago

$30-250 AUD

Paid on delivery

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

Computer Vision

Electrical Engineering

Engineering

Machine Learning (ML)

Python

Project ID: 21357998

About the project

5 proposals

Remote project

Active 5 yrs ago

Looking to make some money?

Email address

Benefits of bidding on Freelancer

Set your budget and timeframe

Get paid for your work

Outline your proposal

It's free to sign up and bid on jobs

5 freelancers are bidding on average $102 AUD for this job

@hayat38402

We are a team of Electrical and Electronics engineers and we are Excellent in the following areas: • Embedded C Programming. • VHDL/Verilog • Microcontroller like Arduino, Raspberry Pi, FPGA, AVR, PIC and STM32. • IDEs like Keil MDK V5, ATmel studio and MPLab XC8. • PLCs / SCADA • PCB Designing-Proteus, Eagle. • IOT Technologies like Ethernet, GSM GPRS. • HTTP Restful APIs connection for IOT Communications. Also we have good command over report writing, I can show you many samples of our previous reports. Kindly consider us for your project and text me so that we can further discuss specifically about your project's main goals and requirements. We can deliver your project efficiently at a time. If you choose me, I think you won't regret. Best Regards.

$140 AUD in 7 days

4.8

(41 reviews)

5.8

@chraheelbhatti

I'm experienced data scientist with 05 yrs of experience in Python ML. I have done multiple image processing projects and can do your.

$30 AUD in 1 day

4.9

(7 reviews)

3.8

@rexzetsolutions

ok the budget and deadline is ok for me, waiting for your reply now so we can start the work

$216 AUD in 5 days

5.0

(10 reviews)

3.5

@sovimal

hi, i am very expert in this domain. i have more than 5 yrs of experiance in ML. i am expert in matlab/java/php/android. I am wll familiar with ANN,PNN,CNN, i have developmed may projects in IEEE based research Paper. i am interesred Thanks

$70 AUD in 7 days

5.0

(6 reviews)

2.5

@abhidbffad

Hey there !! I read the description about your project and i will do it perfectly because many of my project are on machine learning algorithms and computer vision . from last few year I working on this field and working on many image processing project .

$55 AUD in 3 days