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ViT Architectue and Explainable AI

₹12500-37500 INR

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Dibuat sekitar 1 tahun yang lalu

₹12500-37500 INR

Dibayar ketika dikirim
1. Implementation of Vision Transformers (ViT) 2. Input Resnet/Efficient Net features as input to ViT 3. Explainable AI = Saliency Maps, Activation Maps etc 4. 2 or more Performance Metrics
ID Proyek: 36110593

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10 proposal
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Aktif 1 tahun yang lalu

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10 freelancer menawar dengan rata-rata ₹33.440 INR untuk pekerjaan ini
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Hi, 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.
₹75.000 INR dalam 7 hari
5,0 (33 ulasan)
6,5
6,5
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Hello Yogesh, I hope this message finds you well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Python, Machine Learning (ML), and Artificial Intelligence. As a next step I would like to discuss some further questions with you. Either over the chat or a call, whatever you prefer. For my references and qualifications: I graduated in Computer Science with highest grades from one of the most reputable universities in Germany. Currently, I am enrolled in the Master's program. During my studies, I already published a paper on the subject of Artificial Intelligence. Further, I managed to get a lot of hands-on experience by working in several companies that operate in the field of Computer Science. As a native German speaker who was living in Canada for a year, my level in English is proficient/fluent. Further, I am in the preferred Freelancer program, making me part of the top 3% on the platform. Many successful past projects can be seen on my profile page. I am looking forward to working with you and if you have any further questions I would be happy to answer them. Best regards, Simon
₹37.400 INR dalam 7 hari
4,9 (13 ulasan)
5,5
5,5
Avatar Pengguna
Hi, I have 6+ years experience in deep-learning and computer vision. I have worked on ViT for different applications (including the swin transformers). Typically the ViT act as substitute for the Resetnet or EffNet backbone and we can apply ViT on top of backbone feature maps to get higher receptive field features. We can apply gradient based methods to explain the predictions (Saliency map or activation map). Can we have a quick chat to discuss more on your project? Thanks, Vijaya
₹35.000 INR dalam 7 hari
4,9 (5 ulasan)
4,0
4,0
Avatar Pengguna
Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks
₹25.000 INR dalam 7 hari
5,0 (5 ulasan)
3,8
3,8
Avatar Pengguna
As a data scientist and machine learning expert, I propose to take on the project of implementing Vision Transformers (ViT) with ResNet/Efficient Net features as input. ViT is a relatively new and powerful architecture for image classification that has shown impressive results on various benchmarks. By combining ViT with ResNet/Efficient Net features, we can leverage the best of both worlds to achieve even better performance. In addition, I propose to incorporate Explainable AI techniques such as Saliency Maps and Activation Maps to provide insights into how the model is making its predictions. This will help us to understand which regions of the input image are most important for the model's decision, providing transparency and interpretability for end-users. Finally, I will use two or more performance metrics to evaluate the effectiveness of our model, such as accuracy, precision, recall, and F1 score.
₹29.000 INR dalam 8 hari
5,0 (3 ulasan)
2,6
2,6
Avatar Pengguna
Hello! My name is Ramesh and I am the founder of RAM TECH. We have 10 years of experience in helping businesses turn innovative ideas into successful business solutions. Our team has extensive knowledge in Artificial Intelligence, JavaScript, iOS/Android development and more. We are confident that our skillset can help you with your project. 1) Vision Transformers (ViT): We understand that you are looking for an implementation of Vision Transformers (ViT) that uses input Resnet/Efficient Net features as input to the ViT algorithm. Our team has extensive experience in deep learning and optimization techniques, along with the necessary technological tools such as AWS, Google Cloud, Digital Ocean and more. We would be more than happy to assist with your project. 2) Explainable AI: RAM TECH specializes in providing complete end-to-end solutions for implementing Explainable AI systems using Saliency Maps, Activation Maps, Deep Learning Frameworks like Keras and Tensorflow etc. We have extensive experience working with performance metrics such as accuracy rate, precision rate ,recall rate etc., which are important aspects while implementing a deep learning system.
₹35.000 INR dalam 7 hari
4,8 (1 ulasan)
2,3
2,3
Avatar Pengguna
Hello Client, my name is ROBERT JULIAN CARL and I am a qualified web developer with extensive knowledge of HTML, JavaScript, SQL, and C#. As part of the team tasked with building your exciting vision for a explainable AI system, I would be delighted to work alongside you on your project. I understand that you are looking for someone to implement Vision Transformers (ViT) and input them into a Resnet/Efficient Net model to make use of explainable AI methods such as saliency maps and activation maps. I believe that my extensive experience in Python makes me the perfect candidate for this job as it allows me to quickly get started developing new applications or redesigning old ones. Additionally I have developed strong communication and teamwork skills through working collaboratively with marketing, design, and product teams. If you would like to learn more about me or discuss further please do not hesitate to contact me directly. Thank you for considering me for this important role!
₹25.000 INR dalam 1 hari
5,0 (1 ulasan)
2,2
2,2
Avatar Pengguna
Hello, I am excited to propose my services for implementing Vision Transformers (ViT) using PyTorch. As a top-performing graduate in Artificial Intelligence and Machine Learning, and a current Machine Learning Engineer, I believe that my skills and expertise make me the best person for this job. With my strong academic background and experience in the industry, I possess a deep understanding of the latest deep learning techniques and methodologies. I have experience in working with a range of deep learning models and frameworks, including PyTorch. In addition to implementing ViT, I have experience in quantizing neural networks, which is an essential step in developing efficient and accurate models for various applications. This expertise will ensure that the model is optimized for performance and efficiency. I am also familiar with explainable AI techniques, which will be essential for making the model's predictions interpretable and transparent. To evaluate the performance of the model, I will use two or more performance metrics. This will provide a comprehensive understanding of how the model is performing and enable us to identify areas for improvement. In conclusion, I am confident that my skills and expertise make me the best person to undertake this project. I am dedicated to delivering high-quality results that meet your specific requirements. Thank you for considering my proposal, and I look forward to the opportunity to work with you. Sincerely, Sai Murali M
₹23.000 INR dalam 7 hari
0,0 (0 ulasan)
0,0
0,0

Tentang klien

Bendera INDIA
Chennai, India
5,0
5
Memverifikasi Metode pembayaran
Anggota sejak Feb 16, 2021

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