ASL Gesture Recognition System Development

₹2500-8000 INR

Closed

Posted over 1 year ago

₹2500-8000 INR

Paid on delivery

I'm seeking a professional who can develop a sophisticated system for recognizing and interpreting American Sign Language (ASL) gestures. This system should utilize advanced machine learning and computer vision techniques. Key System Components: - Gesture Recognition: The system must accurately identify and interpret a wide range of ASL gestures. - Text Display: The system should convert recognized gestures into text. Gesture Types: - Letters and Numbers: The system should be able to recognize ASL gestures that correspond to letters and numbers. - The system should identify ASL gestures corresponding to common words. - The system should recognize ASL gestures that convey emotions. - The system should interpret ASL gestures that indicate directions. Ideal Skills and Experience: - Proficiency in machine learning and computer vision - Experience in developing gesture recognition systems - Familiarity with American Sign Language (ASL) is a plus - Skills in software development for creating text display systems. The system should be designed primarily for use on a PC or desktop.

Data Science

Artificial Intelligence

Deep Neural Network

Pytorch

Tensorflow

Project ID: 38865609

About the project

6 proposals

Remote project

Active 1 yr ago

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6 freelancers are bidding on average ₹5,492 INR for this job

@junaidhussnain36

Solution to your project based on my expertise: - Develop a gesture recognition system using TensorFlow or PyTorch, incorporating advanced computer vision models like CNNs or RNNs for accuracy - Create a text display module to translate gestures into meaningful text in real-time - Train the system on an extensive dataset to ensure reliable recognition of letters, numbers, emotions, and directional gestures Hi, Junaid here, Software Engineer, I can help you with this project. From your requirements, I've got the idea that you are looking for an ASL gesture recognition system that accurately converts gestures into text for PC usage. I have a few questions to get more clarity: - Do you have a dataset for ASL gestures, or should I prepare one? - Should the system be optimized for real-time processing, or is batch processing sufficient? - Are there specific hardware or software constraints I should consider? Let's have a quick chat or call, to discuss things in detail.

₹8,000 INR in 1 day

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@swatiw2

I have extensive experience in machine learning, computer vision, and gesture recognition systems, making me an excellent fit for your ASL Gesture Recognition project. I have worked on similar projects involving real-time gesture recognition and text conversion, ensuring high accuracy and usability. Here’s what I can deliver: 1. Develop a robust system to recognize ASL gestures for letters, numbers, words, emotions, and directions. 2. Implement advanced machine learning models for precise recognition. 3. Create a user-friendly system that converts gestures into text, optimized for desktop usage. I am proficient in tools like Python, TensorFlow, OpenCV, and have prior knowledge of ASL, ensuring efficient and reliable results. I can complete the project within 7 days and provide continuous support to refine the system as needed. Let’s work together to bring this idea to life! Looking forward to your response. Best regards, Swati Wahane

₹5,250 INR in 10 days

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@MohamedHRD

Hello, - I can get this done in 24 hours. I have worked on many similar projects. - I will deliver fully clean, documented code along with a brief paper describing the tools used. ---> The final result will be a user-friendly interface where you can run your camera and transcribe the gestures. Don't pay until you are satisfied.

₹7,700 INR in 1 day

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@JeffreyHehe

My past experience with object detection and classification combined with gesture detection projects will be greatly beneficial for this project. Ill get the project done ASAP with quality.

₹2,500 INR in 1 day

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@DeepakBagam

Hello, I am excited to submit my proposal for the development of a sophisticated system for recognizing and interpreting American Sign Language (ASL) gestures. With my expertise in machine learning, computer vision, and gesture recognition systems, I am confident in my ability to create an advanced solution that will accurately interpret a wide range of ASL gestures and convert them into text. I have experience building computer vision models and have worked with diverse datasets, enabling me to develop a robust system capable of recognizing ASL gestures corresponding to letters, numbers, common words, emotions, and directions. My proficiency in machine learning techniques will ensure the system's accuracy and efficiency, while my focus on intuitive user interfaces will allow seamless text display. I am passionate about developing solutions that bridge communication gaps, and I look forward to the opportunity to collaborate on this innovative project. Thank you for considering my proposal. I look forward to discussing how my skills and experience can contribute to the success of this project. Regards, Deepak Bagam.

₹7,000 INR in 7 days