Detect Duplicate Image Series by

$10-40 USD / hour

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6 μήνες πριν

$10-40 USD / hour

Task: Create a demo code solution for the following: Detect Duplicate Image Series by location Time Limit: 10 hours. Type of Task: Back-End How the Code Should Be Made: - It should meet these requirements: We have a series of images taken along roadways at regular distance intervals. After we take all of the images, we want to identify any places in the series of images where we drove over a road we already captured, so we can separate and archive them. Input: Numpy array with an image name, latitude, longitude, and date taken, like so: [('[login to view URL]', 40.87066159, 101.72716008, '2023:10:30 15:01:25') ('[login to view URL]', 40.8706409 , 101.72704223, '2023:10:30 15:01:27') ('[login to view URL]', 40.87063224, 101.72692113, '2023:10:30 15:01:29') ... ('[login to view URL]', 40.84026789, 101.72362902, '2023:10:30 17:29:53') ('[login to view URL]', 40.84017844, 101.72362409, '2023:10:30 17:29:56') ('[login to view URL]', 40.84009071, 101.72365949, '2023:10:30 17:30:04')] Explanation of method: 1. Identify the average distance between images in the data set, using the latitude and longitude to calculate. Then, calculate the standard deviation of these distances. AverageDistance = Avg(Distance[]) StdDevDistance = StdDev(Distance[]) 2. With that average distance between images, identify any points which are which are closer than the AverageDistance - 1*StdDevDistance to another point. These points are “candidate duplicates”. 3. The candidate duplicates should occur in consecutive runs (ie 6 consecutive images at 11:56AM are duplicates with 6 consecutive images at 12:45PM). For each point in the candidate duplicates list, identify which “run” it is a part of and identify the later run (the overlap that occurred later in time) as “duplicates” Return the list of duplicate file names. - Use these tools/languages: Python 3.12 End Result: - Functional Code Solution - Steps on how to use the code, written clearly Please add lots of comments inside of the code explaining your work. If your solution requires any third-party services that need accounts, access keys, or API keys, please create your own accounts using free or trial versions. Clearly mention which keys need to be replaced in your README file.

Software Development

Python

Ταυτότητα εργασίας: 37387275

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@AhmedHassan20221

Hi, Iam data analyst and python developer. I have read carefully your project details and it is clear but need to discuss some points: - is the distance can be calculated as absolute value ( form point to point) regardless the roadway if not it may need 3rd party api like Google maps - the last point of the 6 consecutive run need more clarification. Please get in touch to discuss further details. Thanks for your consideration

$25 USD σε 10 ημέρες

5,0

(16 αξιολογήσεις)

4,4

32 freelancers δίνουν μια μέση προσφορά $28 USD/ώρα για αυτή τη δουλειά

@AwaisChaudhry

Hi Good afternoon , I have read the brief details on your job listing . I see you have been looking for someone experienced with Software Development. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais

$25 USD σε 32 ημέρες

5,0

(19 αξιολογήσεις)

7,2

@liveexperts123

Hi there,I'm biddin on your project "Detect Duplicate Image Series by" I have read your project description and i'm an expert in Python and machine learning therefore 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 project. Thanks. .. .

$50 USD σε 792 ημέρες

4,9

(38 αξιολογήσεις)

7,1

@iramrao

I am a highly experienced Full Stack developer with expertise in various technologies such as Python, Django, Laravel, and MERN Stack. I have worked extensively with web3 development, including projects involving Metamask Ethereum, polygon, Base Network, P2E Games, and Metaverse development. I also have a strong background in mobile application development, having worked with Flutter, Objective C, and Java for over 7 years. Regarding the specific project requirements, I can confidently state that I have the skills and experience to create a demo code solution for detecting duplicate image series by location. I have worked with Numpy arrays extensively and can utilize the provided data to calculate the average distance between images using latitude and longitude, as well as the standard deviation. I can then identify candidate duplicates based on the criteria outlined in the project description. I will ensure that the code solution is fully functional and well-documented, with clear steps on how to use it. I will also include comprehensive comments within the code to explain the logic and methodology employed. I kindly request the project poster to review my profile for feedback and portfolio to gauge my expertise. I would appreciate the opportunity to discuss the project in more detail and provide further insights on my approach. Let's start chatting!

$32 USD σε 7 ημέρες

5,0

(7 αξιολογήσεις)

6,0

@Markoradoj

Hello there! My name is Marko, and I am a Python programmer with 8+ years of experience. I understand that you are looking for someone to create a code solution for the Detect Duplicate Image Series by location project and I believe I am the best fit for this job. With my extensive experience in web development, I am confident that I can create a functional code solution that meets all requirements: identifying any places in the series of images where we drove over a road we already captured so we can archive them separately. As part of the project, I would need access to the original images so I can accurately gauge how far apart the duplicates should be spaced. This is why I would require user accounts with access keys for any third-party services that may require them. Additionally, I would need to replace any API keys required in the project with my own accounts so there are no holdups or complications during development. If you're looking for a web developer who can help take your business to the next level, look no further. I am confident that my skills and experience make me the right candidate for the job. Let me prove my worth to you, and I guarantee you won't be disappointed. If you give me a chance, I will produce excellent results that will satisfy you. I would like to talk seriously with you regarding the project. I will bring you great satisfaction and good luck. Thanks for spending your time reading on my proposal.

$30 USD σε 40 ημέρες

5,0

(4 αξιολογήσεις)

6,1

@tangramua

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$35 USD σε 5 ημέρες

3,7

(34 αξιολογήσεις)

7,0

@OutsourceMan

Hello! My name is Raman and I am the founder of CnELIndia. I understand that you are looking for someone to create a code solution for your project detect duplicate image series by location and time limit of 10 hours. With 18+ years of software development experience, I am confident that my team and I can deliver the best results possible for this project. We specialize in PHP, WordPress, WooCommerce, Data Scrapping and React Native among other technologies. Our team has worked on projects such as integrating WooCommerce to Google Merchant Json, which required expertise in both software development and integration. This type of task requires extreme attention to detail and professionalism as it must fit seamlessly into an existing website without disrupting its functionality or causing any issues for the end user. We would be delighted to help you with your project! Please feel free to contact us if you have any questions or would like more information on our services.

$25 USD σε 10 ημέρες

5,0

(7 αξιολογήσεις)

5,2

@rochaksharma7

Hello there! My name is Rochak, and I am a Python Developer with 8 years of experience. I specialize in working with Web Scraping, Web Automation, and coding useful scripts. I understand that you are looking for a solution to detect duplicate image series by location and need 10 hours to complete the task. With my expertise in Python programming and other related areas such as Machine Learning (ML), Artificial Intelligence (AI), Computer Vision (CV), Data Science and Deep Learning & Embedded System Development, I am confident that I can provide the necessary solution for your project. My solutions are always functional code solutions with lots of comments inside explaining how the code works so that users can understand quickly how to use it. Additionally, if any third-party services that require accounts access keys or API keys are required for use my own accounts so that no additional costs are incurred on your part.

$50 USD σε 40 ημέρες

5,0

(38 αξιολογήσεις)

4,9

@denysvelychko

Hello there I read your job description, I see you need to detect the duplicated image series from input data frame. I am skilled in python and Data Engineering, I am confident I can do this job without any 3-parth service, using only python. Please feel free to contact me for the details. Best Regards, Denys

$20 USD σε 10 ημέρες

4,0

(2 αξιολογήσεις)

5,6

@tomastudja

Regards. The task description is challenging, and I am confident that my expertise in back-end development and proficiency in Python 3.12 align perfectly with the requirements you've outlined. As an experienced back-end developer, I understand the intricacies of data processing and analysis. Your project involves identifying duplicate image series based on location and time, and I am eager to tackle this problem effectively. Here's a brief overview of how I would approach the task: I will calculate the average distance between images in the dataset by using the provided latitude and longitude coordinates. This information will allow me to establish a baseline for image distances. Based on the average distance, I will identify points that are closer than the calculated average distance minus one standard deviation to another point. These points will be marked as "candidate duplicates." To ensure that the candidate duplicates are part of the same duplicate run, I will analyze the timestamps. Points within consecutive runs, occurring close in time, will be treated as duplicates. I will identify the later run as the "duplicates" to be archived. Thank you for considering my application. I am excited about the possibility of working with your team and contributing to the development of this innovative solution. Sincerely, Tomas

$50 USD σε 10 ημέρες

4,1

(3 αξιολογήσεις)

5,8

@koolvishruth

Hello, my name is Vishruth and I am a Python specialist. I understand that you are looking for someone to create a code solution for detecting duplicate image series by location and I believe I am the best fit for this project. With 4 years of experience in software development, Machine Learning, Automation and Integration, I am confident that I can deliver a functional solution that meets your requirements within the allotted time frame. Let's connect.

$25 USD σε 10 ημέρες

4,9

(28 αξιολογήσεις)

4,4

@kimphuong589

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$25 USD σε 10 ημέρες

5,0

(10 αξιολογήσεις)

3,7

@dataspro

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$62 USD σε 40 ημέρες

5,0

(1 αξιολόγηση)

3,8

@dohuutiepuct

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am a Python expert who has many years of experiences in image processing/recognition. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.

$25 USD σε 10 ημέρες

5,0

(3 αξιολογήσεις)

3,7

@ayesha0124

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$50 USD σε 26 ημέρες

5,0

(1 αξιολόγηση)

3,0

@BJudah

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$25 USD σε 10 ημέρες

5,0

(1 αξιολόγηση)

3,1

@MilosDelic0203

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$25 USD σε 7 ημέρες

3,5

(2 αξιολογήσεις)

2,5

@danielfahey1981

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$30 USD σε 40 ημέρες

0,0

(0 αξιολογήσεις)

0,0

@saabithjaufer

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$20 USD σε 10 ημέρες

0,0

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$30 USD σε 36 ημέρες

0,0

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$15 USD σε 24 ημέρες