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Image processing -- detecting & counting birds in aerial photos

I am a wildlife biologist working on a project to survey birds using cameras.

We took thousands of high-quality aerial images of flocks of (large) birds on water. In most images, the birds are VERY easy to detect by eye and, I THINK, would be very easy to isolate and detect by computer program. I mostly use R, and R is not great for this type of project and I don't have time to learn other software. A past employee with moderate coding experience largely already did this in matlab, but retired before he could fix some glitches. However, I'd like a program that I can run without the use of an expensive program like matlab.

For the current year, we have about 12,000 photos. And we will re-do this survey every year. So, Ultimately, I'd like a final product that is fairly easy to run by almost anyone with some coding/computing skills. There are several species in the images and if remotely possible, it would be nice if the program could try to sort them. For instance, if it could give you a likelihood that item x is a bird and the likelihood that it is species x vs. y.

I included a photo of a flock of birds on water from the project.

There are a few other issues -- but I don't think they would be very difficult. For example, some photos are over land, not water, and can be thrown out. There are other "items" in the pictures like rocks, garbage, other wildlife (e.g. seals), and the program would need to not count these.

Let me know if you think this is possible!

Beceriler: OpenCV, Python, Yazılım Mimarisi

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İşveren Hakkında:
( 0 değerlendirme ) United States

Proje NO: #16063526

26 freelancers are bidding on average $2410 for this job

fleetways

Thank you for looking at our bid. Ideally we would like try few things before accepting the project - As you have already noted, different logic & approximation (background removal, contour highlighting, separating th Daha fazlası

in 45 gün içinde2500$ USD
(58 Değerlendirme)
7.5
super2lao

Hi, Dear Employer! How are you? I am really interested in your project. I am going to use the OpenCV for image processing. I have experience detecting and counting devices in the integrated circuit using OpenCV. Daha fazlası

in 30 gün içinde2368$ USD
(59 Değerlendirme)
7.2
masterlancer999

Hi I read your project description and I found you are looking for me. Your problem will be resolved by me using OpenCV library and others . I am experienced enough in detecting object from image using deep learning. F Daha fazlası

in 30 gün içinde2647$ USD
(53 Değerlendirme)
6.9
travisyates31

Hi I'd like to have discussion for your project now. I have some good experiences with object detection and counting. So I think I can help you to complete your project before deadline. thanks best regards

in 30 gün içinde3000$ USD
(54 Değerlendirme)
6.0
MrtDolphin

HI. This is an image processing team in Australia. We can build your birds detecting and counting software perfectly. Please check my profile and the following links to see about us. [url removed, login to view] orbitsdk.c Daha fazlası

in 30 gün içinde3000$ USD
(10 Değerlendirme)
5.6
in 30 gün içinde2500$ USD
(25 Değerlendirme)
5.9
schoudhary1553

Greeting, I have understood your Image processing -- detecting & counting birds in aerial photos task and can do it with your 100% satisfaction. Please ping me for more discussion. I have more than 5 years of ex Daha fazlası

in 30 gün içinde2500$ USD
(17 Değerlendirme)
5.0
evervictory430

Hi, Nice to meet you on freelancer. I read your description in detail and think I can do well as you said. I hope u send message and discuss with me. I'll do my best and give you good performance result.

in 15 gün içinde2777$ USD
(3 Değerlendirme)
5.5
TellezMiotta

Hi! My name is Fernando Téllez. I am a senior year student of electrical engineering at Universidad Simón Bolívar (USB), one of the most prestigious universities in my country (Ranked 34° at the QS University Rankings: Daha fazlası

in 10 gün içinde1500$ USD
(14 Değerlendirme)
4.5
shivampanchal

I have a good hand on working with Advanced Excel, R and Python. I have quite a good knowledge of deep learning Algorithm and ML algos, have also developed dashboards and Web Application and BI tools. I understand t Daha fazlası

in 30 gün içinde2500$ USD
(14 Değerlendirme)
5.0
kongxiangjia

******* Full Time Mobile and Back-end developer for 7 years. ****** Dear I've read your description carefully and get to know that you need to make mobile apps. I have rich experience in this fields. Please sen Daha fazlası

in 30 gün içinde2647$ USD
(2 Değerlendirme)
4.6
earthat

HI I am experienced developer in computer vision and worked on classification projects. Your project can be categorized in two parts: 1. Bird classification from other objects in image 2. Analyzing the species o Daha fazlası

in 30 gün içinde2500$ USD
(19 Değerlendirme)
5.0
engmalaa

A proposal has not yet been provided

in 45 gün içinde3333$ USD
(31 Değerlendirme)
4.9
bPeou2017

Hi how are you ? I'm an expert in image processing and pattern recognition. If you want, I can show you my work. Plz contact me. Thank you.

in 30 gün içinde2500$ USD
(4 Değerlendirme)
4.7
skfaroo123

Hi I am very interested in your project. I have strong experiences in Image Processing. I am looking forward to discussing your project. Best Regards.

in 30 gün içinde2500$ USD
(8 Değerlendirme)
4.2
in 20 gün içinde1722$ USD
(17 Değerlendirme)
3.8
supersuntech

Hello, I have gone through project description and you need to develop animated video I have 1 year of experience in developing animated video Portfolio: [url removed, login to view] Daha fazlası

in 15 gün içinde1500$ USD
(1 Değerlendirme)
3.7
shadabkhan92

https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-13933384/ Done the similar jobs worked in Adobe etc. We are experts in Python, Image processing, face, speech recognition. Linux, PHP, Soft Daha fazlası

in 30 gün içinde3333$ USD
(9 Değerlendirme)
3.9
itwonder1

Hello sir I am expert of image processing. I checked your image and understand work so should i detect and count birds in that image? can you send more images for testing? i have full experience of matlab and ope Daha fazlası

in 30 gün içinde2500$ USD
(8 Değerlendirme)
3.8
edison4mobile

Hi dear, I've just checked your requirements. I am very interested in that sort of thing and have a lot of experiences of the field like that. If you hire me, I will be able to finish your project earlier ahead the a Daha fazlası

in 12 gün içinde2500$ USD
(4 Değerlendirme)
3.6