Preparing a CNN to be used with Xilinx Vitis AI

I am a skilled Python developer with expertise in NN and PyTorch, capable of training, optimizing, quantizing, and compiling the FADNet CNN for use with Xilinx Vitis AI tools. I can efficiently handle the tasks of training the NN, optimizing (pruning), quantizing, and compiling within the specified requirements.

As someone with over 7 years of experience, specializing in Python and PyTorch, I believe I am the ideal fit for your project. I'm highly adept at training and optimizing neural networks, which perfectly aligns with your need. Also, I'm no stranger to Vitis AI tools and understand how to leverage their features to their fullest potential. In addition, my proficiency in low code development will streamline the cumbersome process of pruning, quantizing, and compiling CNNs. By integrating my expertise in web scraping and data analysis, I'll ensure that the FADNet CNN is fully optimized and ready to be implemented on the Xilinx DPU. On a broader level, let's not forget the depth of my skills and experience outside of our project requirements. Through my work with Django and DRF, I have honed skills crucial for durability and efficiency; values that I hold dear in every aspect of my work. In short, with me on your team, you gain a dedicated professional who values customer satisfaction above all else.

Hi, I am a machine learning professional with over 5 years of experience, I possess a strong skillset in Python, computer vision (CV), natural language processing (NLP), and recommendation systems. I have trained multiple models in PyTroch and quantized the model to use low-powered devices like RasberryPi, ODroid, Jetson Nano, etc. I have help with this task, let's discuss how the training dataset looks like. Thank you, Aditya Vikram Singh

Hi there. ⭐⭐ I am a full stack Developer ⭐⭐ with experience in HTML, Javascript, Bot Developement, Web Developement, MY SQL, Machine Learning (ML), PYTHON, Deep Learning and Communications. I have worked with many similar projects as i have a team of enthusiastic developers. We strive to give our best. Please contact to discuss in detail.

As an experienced Python developer with a strong background in machine learning and artificial intelligence, I am confident in my ability to deliver exceptional results for your project. More specifically, I have hands-on expertise with the tasks you've outlined - training NNs, optimizing (pruning), quantizing, and compiling. My knowledge of popular deep learning frameworks like PyTorch will be invaluable in training your FADNet CNN model. Furthermore, my experience with Xilinx Vitis AI tools aligns perfectly with what you require for this task. I understand the complexities of working with different hardware architectures to optimize and compile neural networks, and I'm well-versed in utilizing Vitis AI to achieve this. Effective project completion hinges not just on skill sets, but also on open communication and collaborative effort. From efficiently using Google Spreadsheet to timely data entry, my attention to detail has proved beneficial while working on intricate tasks. These qualities combined make me a reliable choice for your project.

I am Adnan Gohar, a seasoned professional well-versed in Python and FPGA. Over the years, I have honed my skills in NN, PyTorch, and Python - precisely what your project demands. My deep understanding of the Vitis AI tools and practical experience with CNN training, optimizing, quantizing, and compiling make me an excellent fit for your needs. My past endeavors in project management instilled qualities indispensable for successfully delivering complex projects on time and within budget - be it small marketing campaigns or large-scale product launches. Couple that with my meticulous attention to detail and effective communication skills, I can meticulously purge your FADNet CNN and ensure it's tailored perfectly for your Xilinx DPU. What further sets me apart is my comprehensive approach to tasks. I don't just follow the process; I analyze its efficiency along the way. Data analysis is one of my core skills, which allows me to optimize results with a data-driven approach. By competently leveraging tools like Excel for your project, I will ensure that the final product is not only prepared but also thoroughly vetted. Choose me to experience unyielding dedication to excellence combined with technical proficiency for a rewarding partnership!

Hello there, I am a ML engineer and i have a huge experience with creating CNN models. I can handle this project as required. If you’re interested please contact me for more information. Kind regards. Ilyasse

Hi, Juan A.! I have worked with similar projects so that I can provide you with a satisfied result. Having confirmed the job posting " Preparing a CNN to be used with Xilinx Vitis AI", I truly feel that you're looking for ambitious, creative and nice people who are expert in Python, Pytorch and FPGA. I am fully available to get started on your project immediately and you will find it interesting to discuss the project details. Regards Nina.

Hello there, I am sure i can help u as i have experience with doing similar jobs. I can do this job because have great experience with Pytorch, FPGA and Python. You can have a look at my profile here: https://www.freelancer.com/u/ayesha0124

"Time is a non-renewable resource; use it wisely." - Steve Jobs Hello, Juan A.! Let me save your time. I have FULLY UNDERSTOOD YOUR REQUIREMENTS. Leveraging my 7+ years of experience in FPGA, Pytorch and Python, I am perfectly capable for "Preparing a CNN to be used with Xilinx Vitis AI" project. I am been through your job description in details and come across some questions to discuss with you. I am ready to start your project ASAP and you can guarantee the best result as per your requirements. Why don't we initiate a chat right now to clarify my responsibilities? I think 10~15 minutes would be enough to figure out everything. You will also be able to evaluate my capability to carry out this job. I can also share my relevant past works if you want. Together, we are going to make something special, I am feeling it. Regards

Hi, this is an easy work i can do this, iam an expert in this field.

With my diverse range of technical skills including FPGA and Python, I am uniquely positioned to take on your project. My extensive background in ELECTRICAL ENGINEERING and FPGA design has given me a thorough understanding of the Xilinx Vitis AI tools which I know are essential for the optimization, quantization, and compilation tasks you require. Additionally, as a proficient Python user, I have command over using PyTorch for training Neural Networks. I understand the importance of purging and compacting the CNN for optimal performance. My expertise in reverse engineering will be invaluable here as I can effectively identify and eliminate any redundancies from the FADNet CNN model to make it more efficient without compromising its accuracy. Drawing upon my strong foundation in COMPUTER SCIENCE, my implementations are always well-structured, meticulously organized and adhere to the highest engineering standard. In conclusion, with my deep understanding of NNs, rich experience in FPGA and Python use, and comprehensive grasp over Vitis AI tools, I am confident that I can effectively train FADNet CNN for you. I guarantee to deliver professional results within stipulated timelines. Let's work together to make your Xilinx DPU perform at its best!

Dear Juan A. This project seems a very fit work for me. I had done exactly the same work a month ago. I would like to grab this opportunity and will work till you get 100% satisfied with my work. I have many years of experience on Python, FPGA, Pytorch Please come over chat and discuss your requirement in a detailed way. Regards

We are ready to start right now. With expertise in NN, PyTorch, Python, and Vitis AI tools, let our skills speak for you as we train, optimize, quantize, and compile the FADNet CNN for seamless integration with the Xilinx DPU. We encourage you to review our portfolio and feedback to gain more insight into our expertise. We would be more than happy to discuss your project in more detail. Please feel free to start a chat with me .

Greetings, As an AI expert, I have much experience in CNN models for various kinds of project. I have also have good hands-on experience in Vitis AI tools from Xilinx to compile the quantized model. Looking forward to hearing from you.

Hi, I am writing to express my interest in the opportunity to assist in training, optimizing, quantizing, and compiling the FADNet CNN for deployment on the Xilinx DPU. With my expertise in neural networks, PyTorch, Python, and experience with Vitis AI tools, I am well-equipped to handle the tasks outlined. Throughout my career, I have successfully trained and optimized various convolutional neural networks, and I am proficient in employing pruning techniques to minimize model complexity without sacrificing performance. My familiarity with Vitis AI tools enables me to seamlessly compile models for deployment on the Xilinx DPU, leveraging its capabilities to maximize performance and efficiency. I am committed to delivering high-quality results within the specified timeframe and am eager to contribute to the success of this project. Please feel free to reach out to me for any questions or further discussion regarding this project. I am excited about the opportunity to collaborate and look forward to the possibility of working together to achieve our objectives. Thank you.