Indian Sign Language Translation Project

₹600-1500 INR

In Progress

Posted

18 days ago

₹600-1500 INR

Paid on delivery

I am seeking a skilled freelancer to develop an Indian Sign Language (ISL) translation system. The objective of this project is to create a robust machine learning model, preferably a Convolutional Neural Network (CNN), capable of translating ISL gestures and providing real-time inference functionality. Additionally, the project should include a comprehensive report detailing the methodology, model architecture, data processing, and final results. Project Deliverables: Python Code: Complete and well-documented Python code for the ISL translation model as well as for its infernce . Live Inference Capability: A functional setup for real-time inference that demonstrates the model’s capability to translate ISL gestures live. Comprehensive Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions.

Python

Machine Learning (ML)

Pytorch

Tensorflow

Keras

Project ID: 38902291

About the project

5 proposals

Remote project

Active 18 days ago

Looking to make some money?

Email address

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:

@georageg

"Dear Client, I am skilled in machine learning and have experience with CNN-based projects, including real-time image recognition using TensorFlow/Keras and OpenCV. I will: Develop a robust ISL translation model. Implement real-time inference using webcam input. Provide clean Python code with detailed documentation and a comprehensive report. My expertise in deep learning and real-time systems makes me a strong fit for this project. I look forward to delivering an accurate and efficient solution. Best regards, [Georage]"

₹1,050 INR in 7 days

0.0

(0 reviews)

0.0

5 freelancers are bidding on average ₹940 INR for this job

@muhammadsid1995

As a freelancer who has a vast array of skills all rooted in technology, I believe I'm the best fit for your Indian Sign Language Translation project. I've honed my expertise in machine learning (ML) and deep learning, so developing a robust CNN model to decode ISL gestures and provide real-time inference is in my wheelhouse. Extensive experience with Python and libraries like TensorFlow, Keras, and OpenCV ensure I can deliver clean code and proficiently handle your dataset.

₹1,050 INR in 7 days

5.0

(1 review)

2.7

@unnatesh

I propose developing an Indian Sign Language (ISL) translation system using a Convolutional Neural Network (CNN) for accurate gesture recognition and real-time inference. The project will include well-documented Python code, utilizing TensorFlow, Keras, and OpenCV, ensuring modular and maintainable implementation. The deliverables will feature a live inference setup demonstrating real-time ISL translation, supported by a comprehensive report covering problem definition, dataset preprocessing, model architecture, training methodology, evaluation metrics, and challenges faced. My experience in machine learning, deep learning, and gesture recognition equips me to deliver a high-quality solution. I am committed to clear communication, thorough documentation, and collaboration throughout the project.

₹600 INR in 7 days

0.0

(0 reviews)

0.0

@siddharthdeo99

I am excited to propose my expertise for developing the Indian Sign Language (ISL) translation system. With extensive experience in machine learning, particularly in Convolutional Neural Networks (CNNs), and a strong proficiency in Python, TensorFlow, Keras, and OpenCV, I am confident in delivering a robust solution meeting your requirements. My approach includes designing an efficient CNN-based model for ISL gesture recognition, implementing real-time inference capabilities, and providing a comprehensive report detailing the project scope, methodology, data preprocessing, model architecture, and evaluation metrics. I will ensure clean, modular, and well-documented code with detailed comments for easy understanding and future scalability. Let’s discuss how I can contribute to your vision. I look forward to collaborating on this impactful project. Best regards, Siddharth Lal Deo

₹600 INR in 7 days

0.0

(0 reviews)

0.0

@arun02coderme

I have experience on computer vision project, I can deliver this project with ease. Question is apart from this cost of training the model will be paid by you or not.

₹1,400 INR in 10 days