Image Quality Assessment using Machine Learning Algorithms like CNN and YOLO on FPGA

HI I have all the experience in the Yolo and CNN task and I can take do all such kind of projects, u may discuss it further to make it finalized.

I am theekshana, a designer by passion, an engineer by profession. Being an all-round artistic tech-savvy geek, I spend most of my time nourishing new design ideas and giving them a tangible shape. Playing around with IoT modules and creating some useful projects out of them is another niche of mine, which seems most congenial to me and which I relish doing a lot. and also I'm an expert Machine Learning Engineer & proficient in modeling and training the deep neural networks using python libraries. I will assist you in your (Non-Academic/Academic) IoT projects involving ESP8266, ESP32, Arduino, Raspberry Pi, and MQTT and Machine learning and image processing following tools Tools: Tensorflow Keras Pytorch My services include: Modeling the neural network Training the neural network Fine Tuning Transfer Learning IOT related hardware and software Applications: Spam Detection Chats Sentiment Analysis Hate Speech Detection Text Emotions Detection Image Classification Image Segmentation Object detection Object Tracking

My track record includes successfully implementing the YOLO algorithm and achieving high accuracy rates for image processing tasks, as demonstrated in my Rider Helmet Detection project. I attained exceptional accuracy rates of 98.6% for helmet-wearing detection and 98.9% for non-helmet detection, showcasing my ability to handle similar challenges effectively. With expertise in Python development and familiarity with Django, NumPy, TensorFlow, and OpenCV, I possess the necessary skills to implement machine learning algorithms on FPGA and ensure precise image quality evaluation. My technical skills are complemented by my academic background, including a Master's degree in Computer Applications and a Bachelor's degree in Computer Applications.

Hello Sir, I hope you are doing 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, Software Development, Machine Learning (ML), Recommendation Systems and deep learning (NLP, Computer vision) in both Tensorflow and Pytorch. I have good experience developing and implementing Computer vision models by YOLO for this kind of project. As a next step, I would like to discuss some further questions with you, over the chat. I am looking forward to working with you and if you have any further questions, I would be happy to answer them. Best regards, Mohamed