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I need a personalized training for 10th grade high school student on Convolutional Neural Networks (CNN) and Image Classification in Python. The main goal of this training is to implement a simple project: object detection and classification with custom images. Key Requirements: - Expertise in teaching CNN and Image Classification - Proficiency in Python - Experience in guiding project implementation - Ability to tailor lessons for a 10th grade student The ideal freelancer for this project should be able to make complex concepts accessible and enjoyable for a high school student. Your role will be to guide the student through the project, helping them to understand the necessary concepts and how to apply them in Python. You will work with the student to create a custom dataset for the object detection project. The student participated in the training courses for Piton and AI and has basic knowledge and experience in writing code. The course aims to gain hands-on experience in developing custom image classification projects using a custom image library of jewelry items. In addition to explaining based concepts, the Teacher should focus on students' ability for self-learning – provide links for training materials and verify results. Proposed Training Outline – 12-24 week 1. Working with Image Processing – NumPy - Review available functions. - Convert the provided image library to 256x256 images with fill side with avg of closest 10 pixels. 2. Overview of CNN networks - Basics of CNN - - RestNet, LeNet, VGG, DensNet – what is similar and is different 3. Overview of TensorFlow vs PyTorch – what is different what is similar 4. Projects - Train Jewelry Type Classification a. Create a simple custom model and train with Tensor Flow vs PyTorch – compare results b. Train empty RestNet, LeNet, VGG, DensNet - compare results c. Understanding of transfer learning and Fine Tuning d. Use pre-trained RestNet, LeNet, VGG, DensNet and compare results 5. Publish the Best model as a Web Service/Website As a result of this training, the student should have a deep understanding of CNN and different implementations and be able to build his image classification services.
Project ID: 38845883
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59 freelancers are bidding on average $485 USD for this job

Hello, I understand that you need a personalized training program focused on Convolutional Neural Networks and Image Classification for a 10th-grade student. My goal will be to make these complex concepts easy to grasp and enjoyable through practical applications. I will guide the student step-by-step in implementing a project involving object detection and classification, ensuring they can create a custom dataset as part of the learning process. With my expertise in Python and experience in teaching these topics, I am confident in my ability to tailor the lessons specifically to the student's level. Together, we will transform theoretical knowledge into practical skills, making the learning experience engaging and effective. What specific custom images do you want the student to work with for the object detection project? What challenges do you anticipate the student might face during the training? Are there any specific learning outcomes you want to achieve by the end of the training? Thanks, Muhammad Awais
$750 USD in 5 days
8.7
8.7

Hi there,I'm biddin on your project "CNN and Image Classification Training" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
$750 USD in 1 day
8.5
8.5

I am Python Machine Learning expert and have excellent experience in teaching CNN and Image Classification. I can guide your 10th-grade student in implementing a project on object detection and classification with custom images. My goal is to make complex concepts accessible and enjoyable for the student, and to help in creating a custom dataset for the project.
$510 USD in 5 days
8.1
8.1

Hi there Valentin G., I'm bidding on your project "CNN and Image Classification Training". Let's dive in and have a meeting I am expert in this area. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Regards, Usama ..
$750 USD in 1 day
7.5
7.5

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep
$500 USD in 7 days
7.8
7.8

Greetings! I'm Adel, a seasoned Python expert with a passion for teaching and guiding students through complex concepts like Convolutional Neural Networks (CNN) and Image Classification. With years of experience in the field, I've honed the ability to break down intricate topics into easily understandable lessons tailored to the student's level. For this project, I propose an interactive and hands-on approach, where we'll explore CNN and Image Classification through practical examples and engaging exercises. My goal is to make the learning experience enjoyable while ensuring a solid understanding of the concepts. I'm particularly skilled in guiding project implementation, and I'll work closely with the student to create a custom dataset for the object detection project. To ensure a successful outcome, I'd like to ask a few questions: What is the student's current level of proficiency in Python and machine learning? Are there any specific areas or applications they're particularly interested in? This will help me tailor the lessons more effectively.
$750 USD in 7 days
7.7
7.7

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$500 USD in 7 days
7.8
7.8

⭐⭐⭐⭐⭐ CNN & Image Classification Training for Students ⭐⭐⭐⭐⭐ ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and noticed you're looking for a personalized training program on Convolutional Neural Networks and Image Classification for a 10th-grade student. Look no further; Zohaib is here to assist you! My team has successfully completed 50+ similar educational projects, ensuring concepts are easy and enjoyable for students. We will guide the student through object detection and classification using custom images, focusing on making learning accessible. ➡️ Why Me? I bring 5 years of solid experience in teaching CNN and Image Classification to students. My expertise includes simplifying complex concepts and making Python programming engaging and accessible. Additionally, I excel in creating project-based learning experiences tailored for students. ➡️ Let's have a quick chat to discuss your training needs in detail. ➡️ Skills & Experience: ✅ Convolutional Neural Networks ✅ Image Classification ✅ Python Programming ✅ Data Preprocessing ✅ Object Detection ✅ Custom Dataset Creation ✅ Machine Learning Basics ✅ Deep Learning Concepts ✅ Project-Based Learning ✅ Simplified Teaching Methods ✅ Student Engagement Techniques ✅ Educational Support Tools Waiting for your response! Best Regards, Zohaib
$399 USD in 2 days
7.3
7.3

With a profoundly deep understanding of machine learning, AI engineering, and computer vision, I am incredibly well-suited to guide your 10th grade student through an intensive training on Convolutional Neural Networks (CNN) and Image Classification. It's fundamental to me to make difficult concepts not only comprehensible but enjoyable for students. Previous courses I have facilitated touching on Piton and AI have shown my expertise in adapting lessons specifically for high school level. I believe true mastery is achieved through practical implementation, which is why your project aligns perfectly with my teaching approach. Over the proposed timeline of 12-24 weeks, we will develop a custom image library of jewelry items for object detection and classification. Guiding the student in creating datasets for this project will empower the student's self-learning ability - providing relevant training materials and verifying their progress personally. I genuinely enjoy deploying advanced analytics systems and integrated ML models with real-time data pipelines, so rest assured the high-level purpose of this training won't be lost on me: passing on a deep understanding of CNN and its various implementations to empower students to build their image classification services in Python. Trust me with your project; I assure you I'll not only deliver but exceed expectations.
$250 USD in 7 days
6.8
6.8

Hi, As an experienced software developer and prolific machine learning practitioner, I'm uniquely qualified to lead this CNN and Image Classification training project. My track record in web and mobile app development as well as data analysis guarantees that I'm at home not only with the general Python requirements but also deeply commited to making complex concepts accessible and enjoyable for students -- a particularly crucial aspect for this project with a 10th grader. More than just knowledge, however, I am a seasoned guide. Not only will I teach the student the requisite knowledge on CNN and Image Classification, but I will also actively assist them through the entire process of implementing object detection and classification with custom images. My goal is never just to impart information but also to help learners master real-world application. Furthermore, my exposure in using tools like NumPy, Pandas, TensorFlow, Keras, PyTorch, NLP and platforms like GitHub, GitLab and Bitbucket will guarantee a smooth workflow throughout our training journey. In me you find not just a tutor but also a partner committed to delivering value in an engaging way. Let's create something amazing together!
$500 USD in 7 days
6.0
6.0

I am currently working as Assistant Professor at Department of Computing, Canada in the area of Artificial Intelligence, Reinforcement Learning and Generative-AI for resource allocation and cybersecurity in wireless networks. I have developed federated learning, reinforcement learning and semi-supervised learning frameworks for threat detection in wireless networks and paper has been published in IEEE Communications Magazine. I have worked on many international MITACS projects and all have been accepted in top-tier funding agencies. I have publications in high IF journals such as IEEE Transactions on Industrial Informatics having IF 9.2 and IEEE Transactions on Network Science and Engineering having an IF of 5.2 and recently published a paper in IEEE transactions on intelligent transportation systems having IF of 9.1. I can professionally complete your project by developing CNN algorithm for image classification. I have also worked on similar tasks and got a 5 star feedback. I have expertise in overleaf and Latex. We can discuss more details on chat.
$500 USD in 7 days
6.6
6.6

I am excited to submit my proposal for providing personalized training on Convolutional Neural Networks (CNNs) and Image Classification for your 10th-grade student. With a blend of interactive teaching methods, hands-on projects, and tailored guidance, I aim to make this journey both educational and enjoyable.
$500 USD in 7 days
6.1
6.1

Hi, I’m an AI expert with professional experience in computer vision, with a proven track record of working on complex image processing and AI/ML model development. With skill sets: • Algorithm Development: Strong understanding of computer vision algorithms and techniques, including convolutional neural networks (CNNs), object detection, image segmentation and feature extraction. • Model Training & fine-tuning: Develop and train machine learning models tailored for image analysis and visual data interpretation. I have worked on some well-known models like YOLO, RCNN, U-Net, Deeplab, ViT etc. • AI Integration: Implement and integrate AI models into existing software and hardware systems, ensuring high performance and scalability. • Data Analysis: Analyze and process large datasets of images and video feeds to identify patterns, trends, and insights. • Data Handling: Experience in handling and processing large datasets, including image and video data. Familiarity with data augmentation techniques and synthetic data generation. • Performance Optimization: Optimize algorithms and models for real-time processing and ensure they can handle large-scale data efficiently. • Programming Skills: Proficient in programming languages such as Python, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. • Tools & Libraries: Proficiency with OpenCV, scikit-image, and other relevant libraries. Experience with version control systems like Git.
$500 USD in 7 days
6.0
6.0

I am a researcher in computer vision and image processing. I can use state of the deep learning algorithms for your computer vision classification and object detection. I will implement the project and I will also teach u as well. thanks
$300 USD in 3 days
5.7
5.7

Hi, how are you doing? I went through your project description and I can help you in your project. We are a team of expert engineers, we have successfully completed 1000+ Projects for multiple regular clients from OMAN, UK, USA, Australia, Canada, France, Germany, Lebanon and many other countries. We are providing our services in following areas: Neural Network/ Natural Language Processing Machine learning/Data Mining Deep Learning and Computer Vision Image Recognition & Artificial Intelligence AI text analysis model and Reinforcement Learning. Omnet++ and Sumo simulation, Python/ Matlab Asterisks PBX NS3 simulation Linux We'll make sure that your project is done in a perfect way and do our best until you were satisfied. I am confident I can provide you with top-notch materials that will fit your needs.
$500 USD in 7 days
5.7
5.7

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 in image classification using resnet, VGG, alexnet based on tensorflow/pytorch. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$250 USD in 7 days
5.5
5.5

Hi there, I’ve carefully read your project description - CNN and Image Classification Training and really interested in this job. I’m a skilled software developer for 8+ years experience and can offering best quality and highest performance in your timeline. I’m ready to discuss your project and can start immediately. I'd like to talking about your proposals via chat. I will wait for your reply Thanks! Yurii
$450 USD in 7 days
4.9
4.9

Hello This is Efan, a professional software engineer with 8 years of experience. I think my experitise match the best because I have done similar works 6 monghs ago. Looking forward to your message. Thanks Efan
$500 USD in 7 days
5.0
5.0

With my proficiency in Python, Machine Learning and Deep Learning, I am confident in my ability to effectively teach your 10th grade student about CNN and Image Classification. Throughout my career, I have successfully trained individuals with varied skill sets, and I am well-equipped to adapt to the needs of your student to optimize their learning process. Moreover, my experience in guiding project implementation is definitely an added advantage. I understand the value of hands-on learning in building a strong foundation, which aligns perfectly with your aim of creating a jewelry image library and conducting object detection and classification using CNN. I will not only walk through the necessary concepts but also supplementing this with opportunities for self-directed learning via training materials. Lastly, my diverse knowledge of various CNN networks like RestNet, LeNet, VGG and DensNet will be advantageous. Through comparing these networks from TensorFlow to PyTorch and implementing transfer learning techniques, specifically using pre-trained RestNet , LeNet , VGG and DensNet models , I will ensure that your student develops the deep understanding necessary to become proficient at building their own image classification services. Therefore, by choosing me for this project you can expect an engaging, detailed and effective training experience that will prepare your student with essential skills for their academic and professional journey ahead.
$500 USD in 3 days
5.3
5.3

Hello, I would be delighted to provide personalized training on CNNs and image classification for a beginner. I have a special building blocks approach that any beginner can understand easily. With a hands-on, project-focused approach, I will simplify complex concepts, making them accessible and engaging. The training will guide the learner through building a complete project to detect and classify jewelry items using a custom image dataset. The sessions will begin with an introduction to image preprocessing using Python and NumPy, teaching the basics of resizing and handling edge cases in images. We will then explore CNN fundamentals, diving into architectures like ResNet, LeNet, VGG, and DenseNet, understanding their differences and applications. Additionally, the training will compare TensorFlow and PyTorch frameworks, providing practical experience with both to build and train custom models. The training will also cover advanced topics like transfer learning and fine-tuning pre-trained models. The learner will experiment with various approaches, compare results, and ultimately deploy the best-performing model as a web service. Throughout, I will provide clear explanations, practical exercises, and resources to encourage self-learning. . I look forward to discussing the schedule and tailoring the training to meet specific goals. Best regards, Krishanth Niresh
$500 USD in 7 days
4.8
4.8

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