Find Jobs
Hire Freelancers

Image Similarity Calculation (filter image duplicates) (100$)

$30-250 USD

Completed
Posted about 5 years ago

$30-250 USD

Paid on delivery
Image Similarity Calculation (filter image duplicates) (100$) Hello! Thank you for having interest in this topic. Long ago, I have tried this task by myself, to filter out duplicated images in a large lists of images. sometimes it seemed like it could be solved very easily, but the performance from my tool was quite horrible. so here I am to compensate my lack of ability to make a good 'image similarity calculation' tool. * if you have interest in similar topic previously, or made similar work, please let me know after reading notes down below. (dups = duplicate) Essential Feature note 1: image similarity between images should be able to be shown as number index. for ex) image (a) x image (b) = similarity : 64.6% Essential Feature note 2: a variable needed to filter out dups images. filter_standard = 80. Essential Feature note 3: there is a target image (a) and a list(zip) of images (z) it should have a function which puts a target image (a), and could be running whole inspection in a list of images called (z) which is grabbing similar dup images of (a) out of (z). so I could get a return of (z)-(a) = similar dups image of (a) which are extracted from list (z) Essential Feature note 4: there is a list(zip) of images (z) it should be able to run wholesome duplicate(similarity) inspection fumction on (z). and check/define which perticular images are dups to each other. then automatically tag its group. for example) so I could get return of (z)-(1), (z)-(2), (z)-(3)..... in more detailed example explanation, there is a (z) list of iamges which contains 10 images. composed by 2 rabbit images(which is having over 80% similarity with each other), 2 bear images, 2 bird images. and rest of 4 random images. (By the way ! This is not image object recognizing task! this is only similarity calculationa and dup detecting task! this (bear) (rabbit) (bird) classification is written only to help you understand the topic) so after running the wholesome inspection function, it should be returning (z)-(rabbit) , (z)-(bear), (z)-(bird), (z)-(undefined) condition 1: script nodejs or Python or AHK format please. if possible. condition 2: or else, please suggest me which language format to use (which language your function is scripted) so I could check. condition 3: I will be applying this tool to general wholesome section. not confined in one or certain categories. this tool can be applied to calculate similarity between birds image and chair. image of banana and fan. image of mouse and elephant. etc. it should be able to be applied to general wholesome object. this is not for closed one category. condition 4: I have no dataset/model/corpus/data of it. if you want to do it in ML/AI way you should have it by yourself. condition 5: whether you made this tool or not is not important. I also have experience of making its tool myself but I'm posting this project again just to look for actual better performing tool rather than mine. the performance itself is the higest consideration in this project. condition 6: (important) please apply only if you have done similar projects so you can show me the screencaped examples of your tools right away. or else it would be taking too much of time just trying to make this tool, and if the performance is low, I wouldn't release any milestone or money. please get notified this. condition 7: after the work is done, please show me 10 example cases so I can check its quality. condition 8: after you showing me your tool's example results as condition 7, I can cross check bringing examples from my backgrounds. to check its validness condition 9: (important) milestone will be released only after meeting satisfactory of condition 7, condition 8. condition 10: other practical recommandation or suggestion would be welcomed. Thank you for reading! Have a good day and bid me if you think you can build one. Anytime !
Project ID: 18939059

About the project

11 proposals
Remote project
Active 5 yrs ago

Looking to make some money?

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
Awarded to:
User Avatar
Hello sir , I am a python developer and I was previously interested in image processing and machine learning and encountred a problem similar to this one. So I wrote a script now in python that computes the dissimilarity between two pictures, I have tested it and it is somehow efficient, it downsamples the image first so it has adjustable accuracy vs speed, it uses numpy and opencv, it does simple calculations but well defining for the structure of the image seperated over the three channels. I can improve and rewrite or/and restructure as you require sir, I can send you screenshots of results or you can send me images to test and I will send the results back. We can discuss more in the chat .
$50 USD in 1 day
5.0 (12 reviews)
4.5
4.5
11 freelancers are bidding on average $154 USD for this job
User Avatar
IT SEEMS YOUR QUOTED BUDGET IS LOW. IF YOU ARE REALLY INTERESTED WE CAN TALK. Thanks 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. Please visit : https://www.freelancer.com/u/schoudhary1553 I have excellent command over English. I am a hard worker, productive and worthy of your attention I hope, I would be the right candidate for this post. Awaiting an affirmative response from you. Kinds Regards, Sandeep
$220 USD in 3 days
4.9 (207 reviews)
7.6
7.6
User Avatar
Hi. I have such experience and I can write expample of code that will compare 2 any images (for example, rabbit and elephant) and output will be % of similarity. Language is c#. Regards, Alex.
$111 USD in 3 days
5.0 (33 reviews)
5.7
5.7
User Avatar
Hello, i'd develop this tool for you with Python and OpenCV4. I think the Structural Similarity Index is what you're looking for. I have OpenCV4 already installed on my system and can start to code soon. Did i get you right? You do not expect me to run the tool on your whole database? Please drop me a note and let's talk about the details of your project. Best, Jo Bergs
$130 USD in 3 days
4.9 (19 reviews)
5.0
5.0
User Avatar
Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
$140 USD in 2 days
4.6 (27 reviews)
5.2
5.2
User Avatar
Hi, I can give you the demo script. I have done image similarity tasks using cross correlation, mutual entropy and many other similarity measures. Each similarity measure has different computational complexity which means the time taken to go through the images will vary. You can message me to discuss further details. I can readily send you a tool which I had made in Matlab, very easy to operate. Else I can make and send you in python the same script. Regards
$100 USD in 3 days
4.6 (13 reviews)
4.7
4.7
User Avatar
Hi, I am an engineer specializing computer vision and machine learning projects. I have worked on applications like person re-identification, face recognition, recommendation systems, etc which is based on similarity matching. I have trained deep learning models to perform these tasks. Using the same techniques, I have created tools for annotation purposes and dataset creation using scraped images. With my knowledge, experience and tools, I am sure I can do this task with a much better accuracy. Regards, Dilina.
$100 USD in 3 days
4.9 (7 reviews)
4.0
4.0
User Avatar
Hi there. I'm confident in any part of Web development. Outgoing, fast learning. https://www.freelancer.com/u/oneginaalyona Promise high-quality and bug-free. Let's make a great experience. Best regards. Alyona.
$500 USD in 3 days
4.1 (6 reviews)
4.0
4.0
User Avatar
Hi there, I am sure I can deliver on your aforementioned conditions since the only real challenge of the project is the way the similarity measure is calculated and I already have experience with this, based both on my consultation with top tier freelancers on this app(ask me in chat) and my applied maths background. I also offer low prices given that my personal account is new on the platform . ask me about my methodology in chat.
$111 USD in 4 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of KOREA, REPUBLIC OF
Incheon, Korea, Republic of
5.0
13
Payment method verified
Member since Feb 9, 2019

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.