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Accuracy Improvement of Existing ML Model

₹1500-12500 INR

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Data postării: circa 1 lună în urmă

₹1500-12500 INR

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I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is to significantly improve the model's predictive power. Please provide details of your prior experience in similar projects, and any relevant qualifications you hold. The original model is associated with the research paper with the link [login to view URL] The original code is attached below, which is as per the research paper above. It consists a model with CNN, Attention and LSTM and now I've to improve the accuracy of this model. For this I need to change the model with adding "Deforming CNN" which is given in the research paper named "Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors", which I am attaching below. So add the improvements of The second paper into the original code. The model is to be then trained with Uni Mib SHAR Dataset.
ID-ul proiectului: 38002154

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16 propuneri
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Activ: 2 zile în urmă

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16 freelanceri plasează o ofertă medie de ₹9.669 INR pentru proiect
Avatarul utilizatorului
I'm excited to submit a proposal for enhancing your machine learning model by integrating the Deforming CNN algorithm. As an experienced machine learning engineer, I understand the importance of continuously improving models to achieve better performance. With expertise in TensorFlow and convolutional neural networks, I am confident in my ability to successfully execute this project and deliver the desired results.
₹9.000 INR în 7 zile
4,9 (101 recenzii)
6,1
6,1
Avatarul utilizatorului
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, Fast-RCNN, 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.
₹7.000 INR în 1 zi
5,0 (14 recenzii)
5,4
5,4
Avatarul utilizatorului
Hi, Qualification: ML Engineer for over 7 years with area of focus in time series and computer vision. I have worked with deformable convolutions and deformable RoI and I can certainly help you with improving the performance to the reference. Normally, the deformations improves the performance and the magnitude depends on the problem and the dataset. In the present case, SHAR dataset is pretty clean and you should certainly see an improvment. The original code you shared is from the authors (apart from data handling etc) and they need to be modified. Attention mechnism also need to modified given that output from the cnn feature extractor is different. The authors cleverly mimiced residual connection between the attention output and lstm output before passing to the ff-layer for classification label. You can certainly add another residual layer with taking input features from cnn combined with attention hidden states, and lstm output states. You may see slight improvement from this change. This is a research level project and need 3 weeks time and a budget of 30k INR. Please feel free to contact me to disucss more. Thank you! Regards, Nagaraju
₹30.000 INR în 21 zile
4,2 (19 recenzii)
5,1
5,1
Avatarul utilizatorului
⭐ Hi, My availability is immediate. I read your project post on Python / AI / ML Developer. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
₹11.800 INR în 3 zile
4,3 (14 recenzii)
3,9
3,9
Avatarul utilizatorului
As an advanced Artificial Intelligence Specialist with over 12 years of industry knowledge, I will directly apply my expertise to enhance your machine learning model. Highlighted by my mastery of TensorFlow and Convolutional Neural Networks (CNN), I am uniquely suited to integrate the Deforming CNN algorithm you seek. Throughout my career, I have successfully implemented and optimized various ML algorithms, and I am excited to bring that experience to your project. The paper detailing the Deformable Convolutional Network aligns closely with my area of focus and I thrive in situations where I can identify and execute enhancements for better accuracy. Additionally, my familiarity with Google Colab ensures seamless troubleshooting and effective deployment. Moreover, my programming skills extend from Python and JavaScript to C, C++, and beyond – making me a perfect fit for tweaking your existing codes as per the research paper. My unyielding passion for continuous learning has kept me updated with latest AI breakthroughs like transfer learning, deep learning, natural language processing, that would greatly complement this task. Rest assured, I will deliver a significant boost in your model's predictive power using the Deforming CNN algorithm
₹7.000 INR în 7 zile
4,8 (7 recenzii)
2,6
2,6
Avatarul utilizatorului
Hello Prospective, ~~~~ Nice to meet you! Experienced full stack developer with 7+ years of expertise in PHP, HTML, CSS, Shopify, WordPress, AI, ML, Web scraping, Python, React, Mobile app development, Graphic Designing, UI/UX, Flutter, chatbot, Chatgpt, LLM, Stripe & firebase, Golang, Ruby on Rails, OpenCV, Docker, Manychat, Flask and more. BEFORE WE PROCEED FURTHER, Please share the complete details of the project with me. I’m prepared to begin work on the project right away. Offering negotiable rates as per your requirements. Let's discuss and start your project right away. Get in touch today for seamless growth and exceptional results. Warm Regards, Amol
₹10.000 INR în 7 zile
3,8 (7 recenzii)
3,2
3,2
Avatarul utilizatorului
Hello, I'm an Big Data AI/ML Engineer with extensive experience in Natural language Processing, Deep Neural Networks and Computer Vision. I have the right skills and expertise to help you with your project. Specifically, I have expertise in setting up and training Deep ML Models/Generative AI using state-of-the-art techniques, pruning Large Language Model to run on a resource constrained environment, creating datasets using Pytorch and Pyspark, as well as communicating effectively and collaborating with team members. I understand that you are seeking an AI/ML/LLM engineer who can work on your project. If you give me the opportunity to work on this project please know that I will provide excellent result. You may read about my past research articles published in top tier journal and conference. Just search for my name in any research avenues. Awarded by Samsung, IBM, DeepAI and IISC for my novel contribution in Data Mining in Indian Languages which Samsung have integrated into their platform via Bixby. I look forward to hearing from you soon so we can discuss further details about this project! Please feel free to reach out if you have any additional questions or would like more information about my skills/experience.
₹12.500 INR în 7 zile
5,0 (1 recenzie)
0,5
0,5
Avatarul utilizatorului
Hello Harshvardhan S., 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, Algorithm, Machine Learning (ML), Data Science, Tensorflow Lets connect in chat so that We discuss further. Regards
₹7.400 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
hi, i just read your requirements and your code. yesterday i was working on such problem so this is no new for me. As i have extensive experience with ML codes. please feel free to chat with me. best regards Zahid Hassan
₹12.000 INR în 5 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Hi, I can integrate the Deforming CNN algorithm into your existing TensorFlow model, ensuring improved accuracy. With expertise in TensorFlow, CNNs, and ML algorithm optimization, I'll troubleshoot any issues for enhanced predictive power. My experience includes similar projects, and I'm familiar with Google Colab. Let's discuss further. Regards, Haseeb Suhail
₹7.000 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Thank you for considering me for this project. I'm eager to work on integrating the Deforming CNN into your TensorFlow model. My experience includes extensive work with CNNs and TensorFlow, particularly in optimizing ML algorithms for improved performance. I have also utilized Google Colab for various projects, which aligns well with your requirements. I'm confident in my ability to enhance your model's accuracy using the Deforming CNN as outlined. Could we schedule a call to discuss this project further and outline the next steps?
₹5.000 INR în 5 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
I am writing to propose my services for enhancing your existing CNN model with Attention and LSTM by incorporating Deformable Convolutions as per the research paper “Deformable Convolutional Networks for Multimodal Human Activity Recognition Using Wearable Sensors”. With a strong background in Data Science and extensive experience with Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM) networks, and Attention mechanisms, I am confident in my ability to improve the accuracy of your model. I understand the importance of accurate Human Activity Recognition and have experience working with various datasets, including the Uni Mib SHAR Dataset. I am excited about the opportunity to apply the improvements from the research paper to your original code and train the enhanced model with the Uni Mib SHAR Dataset. I look forward to the possibility of working together and contributing to the success of your project.
₹11.000 INR în 7 zile
0,0 (0 recenzii)
0,0
0,0
Avatarul utilizatorului
Strong technical knowledge in ML, Deep Learning, python and project delivery expertise acquired over years.
₹12.500 INR în 30 zile
0,0 (0 recenzii)
0,0
0,0

Despre client

Steagul INDIA
Gwalior, India
0,0
0
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Membru din apr. 10, 2024

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