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Image Recognition Model for Hand Symbols

₹1500-12500 INR

Closed
Posted about 1 month ago

₹1500-12500 INR

Paid on delivery
I'm in search of a skilled professional in Machine Learning to create an image recognition model tailored for hand gestures and symbols. The project will be entitled Real Time Sign Language Translator and will translate America Sign language to Recognisable alphabets and display them on the screen to be able to form words. Key Requirements: - The model should be optimized for high accuracy, exceeding 95% in recognition of the specified hand symbols and gestures. - It should be able to differentiate among various hand symbols and gestures, recognizing them accurately. Ideal Skills and Experience: - Proven experience in developing and training image recognition models, particularly for recognizing hand gestures. - Proficiency in working with machine learning frameworks and tools, particularly those catered towards image recognition. - A solid understanding of the various methodologies for optimizing model accuracy would be beneficial. Please share your relevant experience and approach for this project.
Project ID: 38013600

About the project

24 proposals
Remote project
Active 1 mo ago

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24 freelancers are bidding on average ₹9,004 INR for this job
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Hello, How are you? I have 6+ years experience in Machine Learning, Deep Learning and NLP. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
₹7,000 INR in 15 days
4.9 (25 reviews)
6.0
6.0
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I am thrilled about the opportunity to collaborate with you on the Real-Time Sign Language Translator project. With my expertise in Machine Learning and image recognition, I am confident in my ability to create a high-accuracy model tailored for recognizing hand gestures and symbols, ultimately enabling real-time translation of American Sign Language (ASL) into recognizable alphabets.
₹7,000 INR in 7 days
4.9 (101 reviews)
6.1
6.1
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Greetings, after reviewing your requirements, I can assure you that I possess adequate experience in Python programming. I am confident that I can complete the task within the next few hours. Please initiate a chat with me so that I can commence work promptly.
₹12,000 INR in 1 day
4.9 (30 reviews)
5.4
5.4
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Hi, I have read the requirements to detect hand symbols with over 95% of accuracy. I can train a state of the art model which would work on the entire image of the person and not just hands. It would be able to detect the relavent hand gestures with the required accuracy for your usecase. I am interested and would like to know the details over chat. Regards
₹10,000 INR in 3 days
5.0 (17 reviews)
4.6
4.6
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I am Addisalem, an experienced freelancer who may not have a direct machine learning background, but I possess a vast skill set in line with your project. Specifically, my prowess in algorithm development and analysis immediately comes to play in this image recognition task. Furthermore, I have proficiency in the language of choice when it comes to machine learning – Python. This puts me in good stead to support your requirements and ensure accurate recognition above 95%. In conclusion, although I might not yet have directly developed image recognition models for hand gestures or sign language translation, I believe my broad range of skills makes me adaptable and agile enough to face the task at hand. My keen eye for detail will be instrumental in differentiating among various hand symbols & gestures accurately. Choose me for a unified professional experience fulfilling even more than just your project description. Let's embark on this journey together!
₹7,000 INR in 7 days
4.9 (10 reviews)
4.8
4.8
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With over ___ years of experience in both Mechanical Engineering and Machine Learning, I'm passionate about integrating these two fields to solve real-world problems. My background in developing and training AI models makes me an excellent fit for your project on creating an image recognition model for hand symbols and gestures. Machine Learning is a powerful tool that can revolutionize the way we communicate with one another. Having worked extensively on similar projects such as style transfer, object detection, and object recognition, I have honed my expertise in image processing such as the task at hand. I'm especially excited about this project as it not only aligns with my core ML skills, but also incorporates my understanding of engineering and design - essential in optimizing the accuracy of the model you seek. My approach for your project will be data-driven and meticulous. I will analyze numerous samples of American Sign Language to ensure every possible symbol or gesture is captured accurately by the algorithm. Moreover, I'll employ advanced methods like deep learning and reinforcement learning to improve the model's recognition capabilities beyond your required benchmark of 95% accuracy. Let's transform lives together through technology!
₹7,000 INR in 7 days
4.9 (9 reviews)
4.3
4.3
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I am an experienced data scientist and image processing specialist with over 15 years of solidity in the field. My expertise spans across various aspects of computer vision, including, but not limited to, face/object detection, OCR, image segmentation and generation - making me an ideal fit for your image recognition project. My proficiency extends to multiple programming languages such as C++, Python, MATLAB and more. To address your specific need for a high-accuracy hand gesture recognition AI model, my wealth of industry knowledge allows me to take a methodical approach. I would utilize machine learning frameworks specifically targeted at image recognition to ensure optimal model performance. Drawing from my previous projects in stock prediction and network traffic analysis, I am efficient in optimizing algorithms for accuracy and have achieved notable results. Moreover, I'm well-versed in NLP which is valuable for this project as we will be translating sign language gestures into distinguishable alphabets. In recent years, I have gained experience with the research ANN6's project on multi-linguistic machine translation techniques that will add immense value to this project. Let's collaborate to create an exceptional Real-Time Sign Language Translator that exceeds your target 95% accuracy level!
₹7,000 INR in 3 days
5.0 (3 reviews)
3.3
3.3
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Hihghly interested for this. CS graduate and have industry and academic experience on python. Have experience with numpy, pandas, networkx and matplotlib libraries.
₹7,000 INR in 7 days
5.0 (7 reviews)
2.5
2.5
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recently did project sign language detection, if you come to chat will show, how I fulfilled the requirements and even surpassed your mandated accuracy rate. My comprehensive 12-year experience includes working with leading image recognition models such as OpenCV, YOLO, SSD, OCR, CNN, RNN, which can be effectively applied to this project. Throughout my career, I have consistently optimized model accuracy and developed applications that leverage AI to solve complex problems. I am proficient in machine learning frameworks like TensorFlow, Keras, PyTorch which are crucial for creating high-performance sign language recognition models. My expertise extends beyond machine learning and spans over web development
₹27,000 INR in 7 days
4.8 (7 reviews)
2.6
2.6
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As an individual with a deep knowledge in Computer Science, Big Data Consulting, proficiency in multiple programming languages one being Python, I possess the skills and expertise that are highly relevant to this specific project. Not only have I worked with image recognition models and machine learning frameworks for the noughts and crosses game but, as a Big Data Consultant, I consistently leverage my abilities in optimizing model accuracy towards achieving high-performing solutions. During my time building complete Big Data solutions, I develop strong Algorithm for writing ETL scripts for extracting insights from complex data sources, which will be useful while training your model to recognize and translate America Sign Language to Recognizable alphabets on screen. My knowledge of Data Modelling can aid in dissecting the unique nuances of each hand symbol and gesture. My fluency in Python is particularly beneficial for its varied libraries catering towards image recognition. In a nutshell, my ability to create reliable mathematical models will enable me to build an image recognition model tailored to meet your need for highly accurate translation of the American Sign Language. With me on board, you can expect a dedicated partner who will exhaustively exploit all relevant methodologies to ensure optimal performance and achieve your desired benchmarks.
₹12,500 INR in 7 days
3.6 (2 reviews)
3.1
3.1
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I offer my expertise as a skilled professional in Machine Learning to develop a customized image recognition model for real-time sign language translation. With a focus on optimizing accuracy, I aim to exceed 95% recognition for American Sign Language symbols, ensuring clear communication. My model will prioritize accuracy, surpassing 95% in recognizing hand symbols and gestures, ensuring precise translation. It will effectively differentiate between various hand symbols and gestures, ensuring accurate recognition and translation. With proven experience in image recognition model development, particularly in hand gesture recognition, I assure proficiency in delivering tailored solutions. My expertise in machine learning frameworks and tools, specifically designed for image recognition, ensures a robust approach to model development. I am well-versed in methodologies for optimizing model accuracy, ensuring the delivery of a highly precise and efficient translator. With my experience and commitment, I assure you of a successful implementation of the Real Time Sign Language Translator. Looking forward to discussing further and contributing to this impactful project. Warm regards, Sawera Babar,
₹6,900 INR in 7 days
5.0 (2 reviews)
1.7
1.7
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Hi! With six months of hands-on experience in developing high-precision models for traffic monitoring in a private security firm, I am well-equipped to contribute effectively to your project. My expertise lies in analyzing data and deploying accurate models using Python frameworks. Thank you for considering my application. I am looking forward to the opportunity to discuss more details.
₹11,000 INR in 7 days
5.0 (1 review)
0.7
0.7
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Hello Samad K., Glad to say that we have already done a similar project before, would you like to see it? We already have similar experience in the same domain. We are an expert team which have 4 years of experience on Python, Matlab and Mathematica, Algorithm, Machine Learning (ML), C++ Programming Lets connect in chat so that We discuss further. Regards
₹8,200 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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ML expert is in here. Hi, client. I am expert in image processing and machine learning. I have rich experience in that field. I can show you my demos to you in chat. Let's discuss more about the project. Best Regards.
₹4,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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I am excited to submit my proposal for the development of the "Real Time Sign Language Translator," an image recognition model tailored to recognize American Sign Language hand gestures and symbols. With a robust background in machine learning and image recognition, I am confident in delivering a high-accuracy model that meets your project specifications. Project Overview and Approach: Model Development: I will utilize advanced machine learning frameworks suitable for image recognition to develop a model that accurately recognizes various hand symbols and gestures. Data Collection and Preprocessing: I will gather a comprehensive dataset of American Sign Language gestures, ensuring a wide variety of hand positions and angles. The data will be preprocessed for optimal training performance. Model Training and Optimization: The model will be trained with an emphasis on achieving over 95% accuracy. I will implement techniques such as augmentation, fine-tuning, and hyperparameter optimization to enhance model robustness. Real-Time Recognition: I will ensure the model is capable of real-time processing to translate hand gestures into recognizable alphabets on the screen promptly. Skills and Experience: Extensive experience in developing and deploying machine learning models for image recognition, specifically in recognizing dynamic hand gestures. Please feel free to reach out if you need further details or wish to discuss the project specifics.
₹7,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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As an experienced and dedicated freelancer with extensive knowledge in image recognition model development, I believe I am the perfect candidate for your project. Recognizing the importance of your project in facilitating communication for those who use American Sign Language, I am committed to delivering a highly accurate image recognition model that exceeds 95% recognition rate. My proficiency in machine learning and deep understanding of various optimizing methodologies will ensure the model can efficiently differentiate among different hand gestures. Furthermore, my skills extend beyond Machine Learning as evidenced by my extensive knowledge in digital marketing. This proficiency allows me to not only optimize your image recognition model accurately but also effectively market it once it's ready. In Conclusion, by choosing me for this project you receive a hybrid skill set blending machine learning and digital marketing expertise, ensuring not just the delivery of a high quality and accurate image recognition model but its effective implementation afterwards.
₹7,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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Hope your are doing well. I have 2+ experience in that field and I done that type of project previously so you can give me this chance to do that.
₹7,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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I came across your project on image recognition for a Real Time Sign Language Translator, and I'm really interested in working with you on this. I have hands-on experience with object detection in images and have worked extensively with Python, which seems like a perfect fit for your needs. My approach would focus on achieving high accuracy and robust recognition of hand gestures, as you've outlined. Let's talk about how we can make this project a success! My latest real time object detection example Check this repo in GitHub name. a-pragatheeswaran
₹8,500 INR in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi. I am a final-year computer science student and this is almost the same as my capstone project. In other words, I already have all the necessary code required to implement your project idea. If possible, we can discuss about this further and tweak my code to align with your objective. I am just starting out as a freelancer and would be grateful if you choose to move forward with me!
₹10,000 INR in 7 days
0.0 (0 reviews)
0.0
0.0

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Dhaurra Mafi, India
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Member since Apr 9, 2024

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