ATM Security System with Mask and Helmet Recognition

₹12500-37500 INR

Closed

Posted

14 days ago

₹12500-37500 INR

Paid on delivery

I'm seeking a skilled ML engineer to develop a unique machine learning model for a security system in ATMs. Key Requirements: - Utilizing an Artificial Neural Network: The primary focus of this project is the implementation of an Artificial Neural Network for precise mask and helmet recognition. Your experience in developing similar systems using ANN will be highly appreciated. - Achieving Accuracy: The desired accuracy level for this system is between 80% and 90%. It's crucial that the model can reliably identify the presence of masks and helmets in real-time. - Compact Deployment: The final system is intended to be deployed within a small device with a Raspberry Pi (watch box dimension). Thus, your experience in deploying ML models on such hardware will be beneficial. Ideal Skills: - Proficiency in Machine Learning: Extensive experience working with machine learning models, especially with Artificial Neural Networks, is essential. - Image Processing: A solid understanding of image processing techniques will be necessary for the mask and helmet recognition. - Embedded Systems: Experience in deploying ML models on compact devices like Raspberry Pi will be a huge advantage. If you're confident in your machine learning expertise, particularly with ANN, and have the necessary skills to develop, test, and deploy a system with these specifications, please don't hesitate to reach out.

Machine Learning (ML)

Project ID: 38057212

About the project

10 proposals

Remote project

Active 9 days ago

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10 freelancers are bidding on average ₹31,400 INR for this job

@sajjadtaghvaeifr

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.

₹75,000 INR in 7 days

4.8

(136 reviews)

7.7

@amirrmusavifr

Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Python (using scikit-learn, TensorFlow and Pytorch). I have worked some well-known models like, YOLO, RCNN, FastRCNN, Faster-RCNN, U-net(including different backbones; resnet, pspnet), Deeplab (v1, v2, v3, v3+ versions), and etc. Also, I have done artificial intelligence algorithms including, computer vision, GAN (DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. Please feel free to contact me if you have any questions or would like more information about me or my skills. I can provide the requirements with minimum time and cost.

₹15,000 INR in 7 days

5.0

(16 reviews)

5.8

@FxDataLabs

Hemen from Fx is Ai here! With our proficiency in Machine Learning and Artificial Intelligence, I can assure you that we have the experience you're looking for. Our team fully understands the potential risks and vulnerabilities associated with ATMs, and we are more than capable of developing a robust security system using an Artificial Neural Network (ANN) for precise mask and helmet recognition. Not only do we meet your desirable accuracy rate of 80-90%, but our focus on compact deployment perfectly aligns with your requirement to use Raspberry Pi. As a leading ML firm in India, our track record of handling over 400 projects - including embedded system installations on low power devices - demonstrates our capabilities. Moreover, our developed systems have impacted a significant portion of the global market by providing cost-effective solutions. This core principle of providing value-for-money aligns with your project requirements. With us handling your project, you can expect an innovative approach to tackle complex challenges and solutions that go beyond mere functionality to bolster your ATM security framework. So let's get started on making your ATMs safer today! Note: This estimate is tentative in terms of both time and rate. It is subject to change based on the specific requirements and timeline provided.

₹55,000 INR in 7 days

4.9

(7 reviews)

4.6

@malkesh3m

⭐ Hi, My availability is immediate. I read your project post on ML/AI/Python Developer. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization - Web App Development, Data Science, Web/API Scrapping, Machine Learning, AI - API Development, Authentication, Authorization - SQlAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, Digital Ocean, GoDaddy, Web Hosting - ML Algorithms: linear regression, logistic regression, decision trees, random forests, neural networks, etc - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks

₹36,500 INR in 7 days

4.3

(14 reviews)

4.1

@freeman64

As an experienced ML engineer, I have the ideal combination of skills to undertake your project. Though not specifically mentioned in my profile, my background in computer science and image processing aligns seamlessly with your ATM security system needs. My work extensively involves developing novel machine learning models using teams including Artificial Neural Networks, which makes me confident of my ability to deliver on your unique specifications. Equally important, over time, I've managed to master the art of developing, testing, and deploying ML models on compact devices like Raspberry Pi – a proficiency that would be paramount for your project's ultimate goal. I understand the challenges of balancing efficiency without sacrificing accuracy in constrained environments and can guarantee an optimal outcome.

₹25,000 INR in 7 days

0.0

(0 reviews)

0.0

@wpnx

Hey, I have worked on similar projects in the past. I have 3.5 experience in Object Detection/Tracking, Jetson Nano, Rasbery Pie. The problem statement you have provided can not be solved by the *ANN*. I can solve this problem statement with CNN or We can solve this by YOLO also. I can optimize the code to work on Smaller Devices (etson Nano, Rasbery Pie) for better performance. I can deliver this project in 3days. But I have some questions regarding this project so lets connect and discuss.

₹12,500 INR in 3 days

0.0

(0 reviews)

0.0

@patrik70

As an ML engineer with expertise in Artificial Neural Networks and a demonstrated proficiency in Python, I am well-equipped to bring your project of developing an ATM Security System with Mask and Helmet Recognition to fruition. My extensive experience in machine learning, particularly with ANN, has honed my skill set allowing me to achieve the precise accuracy levels necessary for such a security system. Moreover, my proficiency in image processing is imperative for precise mask and helmet recognition- a crucial aspect of this project. Not only proficient in developing the model, but also experienced with deploying the same on compact devices like Raspberry Pi - an advantageous match for your profit dimensioned watch box. My goal-oriented work ethic and thorough approach to every project has consistently allowed me to deliver solutions that cater specifically to my clients' individual needs. Rest assured, your project would be no different- I would prioritize reliability and ease-of-use when developing the final system. In summary, I'm confident in my machine learning expertise, my skills align well with your requirements and I'm excited at the prospect of collaborating on this project to develop a dependable ATM Security System.

₹25,000 INR in 7 days

0.0

(0 reviews)

0.0

@NihalReddy2001

With an extensive experience as a technology architect and adept in working with Python, I am your ideal candidate for developing a sophisticated machine learning model like the one you seek. Having worked on similar projects before, I have a profound understanding of Artificial Neural Networks (ANNs), image processing and deploying models in compact devices; skills that align perfectly with your specific requirements.

₹15,000 INR in 7 days