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Accuracy of CNN and LSTM Model

$2-8 USD / hour

Ditutup
Disiarkan sekitar 2 bulan yang lalu

$2-8 USD / hour

As a new enterprise, we're delving into AI and machine learning, focusing on the accuracy of (LSTM) and Convolutional Neural Network (CNN) models. With this project, our main goal is to comprehend these models' reliability and efficiency, particularly targeting professionals in the industry. We are in search of freelancers with: - Extensive experience in designing, developing, and evaluating LSTM and CNN models - Proficiency in machine learning and AI - Strong knowledge of model accuracy metrics - The ability to effectively communicate complex concepts to a professional audience Please, include in your application: - Your experience with LSTM and CNN models - Specific examples where you improved model accuracy Looking forward to your applications.
ID Projek: 37805227

Tentang projek

10 cadangan
Projek jarak jauh
Aktif 17 hari yang lalu

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10 pekerja bebas membida secara purata $10 USD/jam untuk pekerjaan ini
Avatar Pengguna
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.
$25 USD dalam 40 hari
5.0 (46 ulasan)
6.8
6.8
Avatar Pengguna
Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I have carefully reviewed the project description and am eager to discuss your specific needs and requirements in more detail. My commitment is to provide dedicated support and consistent follow-up throughout the project's lifecycle. Please feel free to reach out to me to further discuss how I can contribute to the success of your project. Looking forward to the opportunity of working together. Best regards, KuroKien
$8 USD dalam 10 hari
4.9 (219 ulasan)
6.6
6.6
Avatar Pengguna
Hi, I have +7 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
$5 USD dalam 40 hari
5.0 (13 ulasan)
5.0
5.0
Avatar Pengguna
Hello there, As a highly experienced computer engineer with a significant focus on AI and machine learning. Throughout my career, I've designed, developed, and evaluated neural networks—specifically LSTM and CNN models—across numerous projects. One distinguishing aspect of my work is improving model accuracy either by fine-tuning the hyperparameters or developing new architectures that better reflect the problem nature. For instance, in one project similar to yours in the past, I managed to significantly enhance the accuracy of an existing shapes prediction model employing CNN. You can review this example at https://www.freelancer.com/u/muzammilmuhamma2 Moreover, I'm well-versed in various machine learning algorithms and metrics, which are critical for a project like yours. Adequate communication is equally essential for comprehending complex concepts; given my background, I believe I can effectively explain technical details to your professional audience in a clear and concise manner. Lastly, I bring strong commitment, innovative approach, and refined problem-solving abilities to every project. My goal is not just to deliver sophisticated products but also ensure client satisfaction through exceptional customer support post-development. Let's collaborate and drive your business forward together as we uncover the reliability and efficiency of LSTM and CNN models in AI! Regards, Muhammad Muzzamil
$8 USD dalam 40 hari
4.9 (4 ulasan)
3.8
3.8
Avatar Pengguna
Dear Hiring Manager, I am excited about the opportunity to contribute to your project focused on LSTM and CNN models' accuracy and efficiency. In my previous projects, I have significantly improved model accuracy through various techniques such as data augmentation, hyperparameter tuning, and ensemble learning. For example, in a project involving image classification using CNNs, I improved accuracy by 10% through fine-tuning the model architecture and incorporating transfer learning from pre-trained models. I am eager to bring my expertise to your project and contribute to its success. Thank you for considering my application. Best regards, Harsh Bhatti
$6 USD dalam 7 hari
4.7 (4 ulasan)
2.3
2.3
Avatar Pengguna
Drawing from my extensive experience as a senior software developer, where I have navigated multiple industries, I can confidently say that I will be a valuable asset to your AI and machine learning project. Over the years, I have honed my skills in LSTM and CNN model design, development, and evaluation - which are crucial to your project.
$10 USD dalam 40 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
Hi. ✅I am an AI expert with 5 years experience Your job post is exciting and I am ready to start this project immediately. Python, Django, Yolo, Jupyter Notebook,Machine Learning, Flask, Pytorch, Computer vision, OpenCV, Image/Video Watermarking, Algorithm, Javascript, C++, C#, Git Let's discuss further via chat. Thank you for reading my bid
$15 USD dalam 40 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
When I was working for my previous company, I successfully honed the accuracy of a forecasting LSTM model, which resulted in a 15% improvement on previous measurements. Similarly, while working on a project involving CNN for image classification few months ago, I was able to optimize the model's accuracy by 18% by utilizing effective regularization techniques and hyperparameter tuning. I have a strong grasp of model accuracy metrics, including precision, recall, F1 score, Area Under the ROC Curve (AUC-ROC), and understand when to use which, depending on the context. Ping me to discuss in detail.
$10 USD dalam 40 hari
0.0 (0 ulasan)
0.0
0.0

Tentang klien

Bendera BANGLADESH
Dinajpur, Bangladesh
5.0
5
Kaedah pembayaran disahkan
Ahli sejak Jul 11, 2023

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