Find Jobs
Hire Freelancers

Applying visual search to mechanical components using computer vision

₹1500-12500 INR

Zamknięte
Opublikowano około rok temu

₹1500-12500 INR

Płatne przy odbiorze
I require a working model that can perform the following functions: Take input of different mechanical components from the user in the form of .obj files (3D models) and give the output stating the various features of that component such as; material, diameter of component, length of component and, name of the component. The model will have to be trained using a dataset consisting of 800 components from 4 different classes (nuts,pins, washers and, bolts) which will be provided by me. There is an existing github link consisting of code which can be used by you to create the final working model. [login to view URL] I will also provide you with the details (such as part number, dimensions of the part etc.) of each specific component in the dataset and these details have to be printed as output by the application. By the end I will require a model that can be run of my laptop by someone who is not familiar with the backend side of things. I am attaching a few sample dataset (one from each class) below for your reference.
Identyfikator projektu: 36082070

Informację o projekcie

13 ofert
Zdalny projekt
Aktywny rok temu

Szukasz sposobu na zarobienie pieniędzy?

Korzyści ze składania ofert na Freelancer.com

Ustal budżet i ramy czasowe
Otrzymuj wynagrodzenie za swoją pracę
Przedstaw swoją propozycję
Rejestracja i składanie ofert jest bezpłatne
13 freelancerzy składają oferty o średniej wysokości ₹14 308 INR dla tej pracy
Awatar Użytkownika
Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 850 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion.. Thank you Sandeep
₹9 000 INR w 3 dni
4,9 (142 opinii)
7,3
7,3
Awatar Użytkownika
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
₹37 500 INR w 7 dni
5,0 (33 opinii)
6,5
6,5
Awatar Użytkownika
Hello, I examined your project description, and I confirm I can handle those tasks perfectly, as I am an expert in Python, SQL, Machine Learning (ML), MySQL. I am prepared to handle projects requiring Machine Learning (ML), Python skills. Please come over chat and discuss your requirement in a detailed way. Zied B.
₹10 500 INR w 7 dni
4,6 (79 opinii)
5,5
5,5
Awatar Użytkownika
Hi, I am expert in AI, Deep Learning, machine learning and computer vision. I have trained several CNN algorithms for object detection & classification for image, video and time series datasets. Ph.D. University of Antwerp, Belgium Thesis Title: Hyperspectral Data Fusion for Classification and Visualization in Remote Sensing MS (EE) University of Southern California, Los Angeles, USA I can do this project using Python/Pytorch/OpenCV. Please provide the mechanical components dataset, for AI model training. Following are some of my projects, C++/Python/OpenCV/MATLAB/Tensorflow/Pytorch: - Scanned Seismic Graph to Data Conversion. - Hyperspectral Image feature extraction. - Face detection (HAAR cascade algorithm) and recognition (eigenfaces algorithm). - Classification of chemical reaction type using SVM classification. - Detection and Tracking of Swimmers in the dynamic pool environment. - Hand tracking game for rehabilitation of stroke patients. - Depth estimation from UAV aerial camera using stereo vision approach & Multiview geometry. - Vehicle detection in aerial video using YOLOv4/5 on NVIDIA TX2 edge device. - Image conversion from color to IIR using AI based Cyclic GANs. - Stock prediction using LSTM and GRU for a small time series dataset. - Object tracking using DeepSort and kalman filtering based tracker on Jetson TX2/Xavier. - Hyperspectral Image classification for blood detection using machine learning. Best Regards Zahid Mahmood PhD
₹12 500 INR w 10 dni
5,0 (1 opinia)
3,3
3,3
Awatar Użytkownika
Hi Fullstack Developer expert in websites and mobile app development. I have extensive knowledge in React Native, React JS, Node.js and Python with Django Rest Framework. https://www.freelancer.com/projects/python/OpenCV-Python-based-Path-Vehicle done similar tasks lets discuss
₹7 000 INR w 7 dni
3,5 (11 opinii)
3,8
3,8
Awatar Użytkownika
Hello, If I did understand you correctly, you need Python app that runs machine learning model that takes .obj file as a non-technical person input and respond with features of that component like material, diameter of component, length of component and, name of the component. Not quite sure why is using machine learning model best approach for this to achieve. It is great if input is not 100% exact as a pre-trained data. Crucial question is will be user input .obj files be exact one of 800 pre-trained data, of it will differ from all of them. In that case machine learning model would be the best approach to find the closest one and respond with needed info. Best, Vedran
₹7 500 INR w 5 dni
3,1 (7 opinii)
3,7
3,7
Awatar Użytkownika
I am an experienced team of developers and data scientists with expertise in creating working models for various applications. We are confident that we can deliver a high-quality working model that meets your requirements for the mechanical components classification and feature extraction task. To achieve the desired functionality, we will use deep learning algorithms such as Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) to extract the relevant features from the 3D models and provide accurate output. Our team has extensive experience in creating similar models for various applications, and we are confident in our ability to deliver a model that meets your expectations. We understand that you have provided a dataset of 800 components from 4 different classes, and we will use this dataset to train our model. We will also use additional techniques such as data augmentation and transfer learning to improve the accuracy and robustness of the model. Our team will also ensure that the application is user-friendly and can be run on your laptop by someone who is not familiar with the backend side of things. We will provide a simple and intuitive user interface that allows the user to input the 3D models and obtain the required output. We believe that our experience and expertise make us the ideal team to deliver a high-quality working model for your mechanical components classification and feature extraction task.
₹9 000 INR w 7 dni
5,0 (3 opinii)
1,6
1,6
Awatar Użytkownika
Hello? How are you today? I am Michael . I have thoroughly read the summary of your intriguing project. With my wide range of skills, I can complete it with ease. I've successfully finished tasks like this in the past. I'd be happy to talk to you about the project. Send me a message: I'd be happy to share my solution(s) with you. Thanks
₹7 000 INR w 7 dni
0,0 (0 opinii)
0,0
0,0
Awatar Użytkownika
Electrical engineer having done courses/projects in ML/DS using libraries such as pandas, numpy, matplotlib, scikit-learn, pytorch, tensorflow. I am willing to even do it for free to learn and grow my experience. If you think I am the right fit, feel free to contact me.
₹1 500 INR w 6 dni
0,0 (0 opinii)
0,0
0,0
Awatar Użytkownika
Hi Greetings! I am available right now for the project discussion and can start the project on an immediate basis. I have understood your project requirement I have7++ experience in design and development. I can handle projects from small styling to full development from scratch. I will provide a good result in a short time and satisfy you fully. We have experienced developers in Python SQL Machine Learning (ML) MySQL WHY-ME: » Ready to Start as Immediate& Proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30-days FREE BUG-SUPPORT even after Project-Completion Please give me in touch and let's discuss more detail about your task via chat. Project milestones will be decided during chat Thanks and Regards Soft Train
₹12 500 INR w 7 dni
0,0 (0 opinii)
0,0
0,0

O kliencie

Flaga UNITED ARAB EMIRATES
Sharjah, United Arab Emirates
0,0
0
Członek od cze 16, 2021

Weryfikacja Klienta

Dziękujemy! Przesłaliśmy Ci e-mailem link do odebrania darmowego bonusu.
Coś poszło nie tak podczas wysyłania wiadomości e-mail. Proszę spróbować ponownie.
Zarejestrowani Użytkownicy Całkowita Liczba Opublikowanych Projektów
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Wczytywanie podglądu
Udzielono pozwolenia na Geolokalizację.
Twoja sesja logowania wygasła i zostałeś wylogowany. Proszę, zalogować się ponownie.