Object Detection with CNN

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I'm experienced in Python, Image Processing, machine learning, CNN and deep learning. ready to work on your project. I am readily available to start work immediately and committed to do my best to get the job done well. Please contact on chat so that I can start work immediately.

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.

With my extensive experience in machine learning, deep learning and artificial intelligence, I believe I'm the perfect fit for your project. Having worked on similar object detection tasks in the past, I have fine-tuned my skills in Convolutional Neural Networks (CNNs) particularly in object recognition. My approach is not limited to just running pre-trained models but includes a tried-and-tested methodology to ensure optimal performance. The fact that you mentioned your dataset being poor doesn't deter me; rather, it emboldens me. This scenario requires an expert with well-refined techniques to maximize results with low-quality data. I will utilize advanced data pre-processing techniques alongside training on relevant synthetic data to improve your dataset's quality. Quality deliverables, code transparency and clear implementation details are things I prioritize. With me, expect regular updates and documentation along the way, ensuring you gain a thorough understanding of the developed CNN model for your future reference. On top of that, my proficiency in Python will further enhance our collaboration process. Allow me the opportunity to breath life into your project through a powerful object detection model for tennis balls.

Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences(Tensorflow/Keras/Pytorch/Sklearn, Matlab/Python/C/C++/...). Please contact me to discuss about the project in more details. Waiting for your contact now... Thanks. Best Regards.

As an enthusiastic data scientist with a strong background in ML and Python, I feel well-positioned to address your needs for the development of an accurate object detection model. From model training to fine-tuning, I am skilled in all areas of the process, ensuring the finished product would be of the utmost quality. In particular, my experiences in the fields of machine learning, deep learning, and artificial intelligence have involved numerous projects developing vision-based models that can be directly applicable to your need for detecting tennis balls. Having dealt with poor datasets before, I understand the challenges they can present and the level of skill required to yield meaningful analysis from them. I am fully equipped not only to train a CNN model proficiently but also to optimize it for maximum accuracy despite initial dataset limitations. Rest assured that I will provide transparent implementation details and properly commented code for your enhanced understanding.

As a seasoned professional with 9 years of experience in website and mobile app development, I have garnered extensive knowledge and expertise in Machine Learning (ML) and Python. While my skills may be diverse, object detection using CNN is an area I've remained passionately engaged with. I understand that your dataset may not be of the best quality, but my experience has equipped me to deal with such a challenge. Since your primary goal is to identify tennis balls in at least 50% of the frames, permit me to assure you that I thrive in providing accurate and professional work even with limited resources. In addition to training the CNN model proficiently, I'll ensure to fine-tune it for higher accuracy. The detailed code and implementation will be delivered promptly upon completion as well. I believe the long-term relationships I've cultivated with my clients precisely speak to my character and level of service. Your satisfaction remains my biggest priority, and I am committed to making your good work done throughout this project's lifecycle. Partner with me now for high-quality project outcomes that hit every requirement spot-on!

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As a seasoned and highly adaptable software developer with a specialization in machine learning and AI, I can confidently say your project would be in excellent hands with me. My extensive experience in Python, deep understanding of CNN architecture, and nuanced knowledge of object detection make me an ideal candidate for this task. Additionally, I have successfully dealt with poor quality datasets in the past, combing through limited data to figure out the best approach. By entrusting this project to me, you'll receive not only a soundly executed CNN model tuned for optimum accuracy, but also comprehensive code documentation—an asset for your future development. I am here to make this process smooth, effective and fruitful for both of us. Let's get started on creating the exceptional object detector solution you need!

⭐ Hi, My availability is immediate. I read your project post on Python Developer for Convolutional Neural Network (CNN) for object detection, specifically tennis balls. 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

With over 15 years of extensive experience in the realm of data science and image processing, I believe I'm the perfect match for your advanced object detection project. My expertise traverses numerous facets including but not limited to computer vision, natural language processing, and data analysis - all of which come together to guarantee a highly augmented solution. I've had the privilege to work on several projects similar to yours, exercising my skills and experience in data analysis, machine learning, neural networks and most importantly Python programming. This vast exposure has irrefutably equipped me with not only our esteemed Python programming but also my logical problem-solving abilities - crucial for such an intricate task as object detection. My past work includes identifying faces, objects & emotions, generating images with GAN and the impressive milestone of developing OCR systems to recognize complex patterns such as Captcha & car plates. Leveraging this expertise alongside your dataset, I am confident that we can train a Convolutional Neural Network to accurately detect the tennis balls that you require. Rest assured, my focus lies on intensively fine-tuning the model to deliver nothing short of exceptional accuracy; something I have always banked on throughout my career.

Yes I have read your project and understood requirements but have some doubts. please message me so we can discuss in detail. i am ready to start work

As a seasoned Python expert with a strong background in machine learning, I believe I am the ideal candidate for your project, "Object Detection with CNN." I've honed my coding skills to not only handle any Python challenge but to deliver tangible, efficient and robust solutions; critical elements in addressing your poor dataset problem. My adeptness in adversarial algorithms can turn even the most chaotic datasets into something usable while maintaining their integrity. What's more, I have comprehensive knowledge in fine-tuning deep convolutional neural networks that will be instrumental in training your object detection model for higher accuracy. Python might just be mere lines of code to some individuals, but to me, it's an art - one that I have mastered fully. My keen attention to detail combined with problem-solving capabilities has distinguished me throughout my career. These attributes are not just limited to debugging and troubleshooting; they extend to algorithm development and performance optimization - areas which I believe are crucial for delivering accurate ball detection on at least 50% of the frames as per your project requirements. Let's connect and chat further about how we can revolutionize your tennis ball detection model!

As an experienced and knowledgeable professional with a strong background in both Mechanical Engineering and Computer Technology, I bring a unique set of skills that make me an ideal fit for this project. Over my 15 years of building applications in Matlab and Excel, I have honed my abilities in numerical analysis, optimization, statistical analysis, and GUI design—exactly the skills crucial to deploying a Convolutional Neural Network (CNN). My commitment to delivering holistic solutions extends from model development to post-project implementation—ensuring all codes are well-documented and provided alongside clear implementation details. This transparency guarantees that you have a detailed understanding of how the trained CNN model was developed and can continue leveraging it effectively even after project completion. In addition to my technical capabilities, I possess superior organizational skills which will be vital for dealing with your dataset's quality issues. I am confident in my ability to refine the given data using advanced techniques such as data cleaning, imputation and augmentation—ultimately achieving the goal we've set of object detection on at least 50% of the frames. I eagerly await the opportunity to surpass your expectations on this project. Thank you for considering my expertise. Reach out today, let's discuss your project further!

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