Image Classification for Security Monitoring

Hello Techrider, I understand you need a deep learning model to classify images related to shop lifting and burglary in retail and public spaces. My approach will involve leveraging Python for image processing and using advanced deep learning techniques to ensure high accuracy in detecting these incidents. I have a strong background in developing machine learning algorithms and have worked on security monitoring systems before, which will help me deliver the results you need. I will focus on creating a robust model that can analyze images effectively while ensuring it operates smoothly in real-time monitoring scenarios. Collaboration will be key, so I'll keep you updated throughout the development process. What specific types of images or scenarios do you want the model to focus on for shop lifting and burglary detection? Thanks, Muhammad Awais

Hi there, I have read your project description and i'm confident 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

As an extensively qualified and experienced professional in both the academic and applied worlds, I am confident that I'm the ideal person to tackle your project on image classification for security monitoring. Having done my PhD and published over 20 papers focusing on a range of topics such as Artificial Intelligence, Machine learning, and Computer Vision, I have a deep understanding of the core principles of image processing and advanced algorithms — essential skills for this project. Moreover, my proficiency in Python coupled with my knowledge of deep learning techniques makes me particularly equipped to build a precise image classifier capable of identifying shoplifting and burglary instances both in retail environments or public spaces. It is worth noting that I am IBM and Google-certified in Data Science, honing my skills in areas like TensorFlow, Keras, NumPy which will significantly contribute to model development. Finally, my broader interest in Cybersecurity will provide added value for this task. This proficiency expose me to numerous potential threats concerning retail environments which help me narrow down the specific criteria required for this task. With all these skillsets, I can confidently assure you timely delivery of an accurate solution aligned with your requirements

I am a Python deep learning and image processing specialist, with extensive experience in developing security monitoring systems. I can help you classify images related to shop lifting and burglary by developing a deep learning model. I have a deep understanding of image classification techniques and can efficiently identify potential instances of shop lifting and burglary. Let's discuss the further details and cost.

I am a skilled Python developer and experienced Machine Learning Engineer, capable of delivering solutions tailored to meet your specific requirements. Let me help you achieve your goals with precision and efficiency

Hi, I understand that you require a deep learning model that can classify images related to shoplifting and burglary in retail and public spaces. To better understand your requirements, may I know the quantity and quality of images you have for training the model? Also, is there a specific deep learning architecture you are interested in? My team and I have a combined experience of 22 years in IT and are proficient in Python and image processing. We have a deep understanding of deep learning techniques and have previously developed security monitoring systems. If you find our profile suitable, we can arrange a call to discuss further details about the project. Best Regards, Rohit.

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

Hello, I understand that you're looking for someone with the expertise in deep learning and image processing to develop a model that can classify images related to shoplifting and burglary. My approach would focus on utilizing deep learning techniques to create an accurate model tailored for retail environments and public spaces. With a strong background in Python and machine learning, I can design and implement a solution that not only meets but exceeds your expectations. I would also ensure that the model is robust and effective in real-world scenarios, potentially drawing on my experience with security monitoring systems to achieve the best results. What specific types of images do you have available for training the model? Thanks, Shamshad

As a seasoned ML developer, I understand the ingenuity required in security monitoring. With expertise in Python, I'm well-versed in image processing and proficiently skilled in ML, particularly deep learning for image classification. Notably, my understanding of the intricacies involved in shoplifting and burglary classification equips me to build you a robust model. Our firm prides itself on 100% client satisfaction and has garnered 50+ dedicated professionals who specialize in diversified technologies like AI/ML. At our core, we thrive on building efficient and high-quality solutions that match your unique requirements. A phased approach ensures our work remains consistently high-quality – an aspect we leverage to create dependable security monitoring systems. Appreciating the ongoing commitment necessary, I've helped more than 50% of clients return to us for their next project. This demonstrates the long-lasting value we provide. Working together with you, I'm confident we’ll build a cutting-edge image classification system that focuses on eliminating shoplifting and burglary instances to bolster security across retail environments and public spaces alike – together, let's make a difference!

Dear techrider311,   We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time.   We are 25 years in this business and our technical specialists have strong experience in Python, Matlab and Mathematica, Algorithm, Software Architecture, Machine Learning (ML) and other technologies relevant to your project.   Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews.   Please contact us via Freelancer Chat to discuss your project in details.    Best regards, Sales department Tangram Canada Inc.   

As an experienced deep learning and image processing specialist, I understand the critical importance of your project of image classification for security monitoring. Proficient in Python and having a deep understanding of the intricacies of deep learning techniques, I assure you precise and efficient implementation. My proven track record in developing such predictive models across multiple domains grants me the expertise your project demands. Moreover, my background involves extensive work in computer vision and applied machine learning which guarantees my familiarity with the kind of images we might encounter during retail monitoring or public surveillance, particularly instances like shoplifting and burglary. To further strengthen my candidature, my organization comprises professionals well-versed in a wide array of fields like electrical, electronics, computer engineering along with AI and image processing. This inter-disciplinary experience ensures a holistic approach to problem-solving specific tasks like developing security monitoring systems. I'm confident that my skills, experience, and collaborative nature will enable us to produce a robust image classification system that effectively identifies potential shoplifting or burglary instances. I look forward to discussing your project in greater detail.

I am an experienced IT professional and a Data Science practitioner. Your job caught my eye and looks to be quite interesting to me as I did similar work in recent past. I have developed various simple to complex algorithms pertaining to ML/DL/NLP/Computer Vision from exploratory data analysis (EDA) to model building till deployment. I have good hands-on experience in data engineering and product development for industrial use cases. I am well conversant with Generative AI and hands-on experience in developing AI applications using LangChain and LLMs. I am aware of security monitoring systems and I am confident that I will be able to help you by developing Deep Learning model for image classification catering to your requirement. Notable Projects successfully completed: - Virtual Jewelry Try-on - Image search - Image classification - OCR image recognition and text extraction - Spam filtering - Conversational AI Chatbot (Rasa/WhatsApp) - Semantic search engine - Recommendation engine - Unsupervised preventive maintenance model - Topic modeling Relevant Skills: - Python - Image processing - TensorFlow - Google Colab - OpenCV - GPT4o/Llama - Amazon Bedrock - LangChain - SQL Let's have a chat to understand the project objective and the dataset in details. I assure you the best quality results and ensure the customer satisfaction. Looking forward to hearing from you soon. Thanks for the opportunity.

Hello. I read your requirement i will do that. Please come on chat we will discuss more about this. I will waiting your reply

I am excited to submit my proposal for your project aimed at developing a deep learning model for classifying images related to shoplifting and burglary in retail and public environments. With my extensive experience in image processing and deep learning, I am confident in my ability to deliver an efficient solution tailored to your specific needs.

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.

Hello. My bid is short since I've made several complicated computer vision designs for "messy" data inputs using "cheap" approaches (NDAs, sorry). Thus I know too well which factors affect the final accuracy and speed. Thus it means that you can hire me initially for a limited number of hrs to evaluate/guide, since clients usually aim "too high". But, if your requirements and capabilities are reasonable, I can proceed with actual development too. Regards

Hello Techrider, ✅I will show you my recent projects related to Image Classification. So it's surety for you to get perfect solutions from my side. If you want demo-type things or initial work for shop lifting and burglary, then I will show you, and after that, we will finalize our project deal and payment milestones. ➡️I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of NLP, machine learning, artificial intelligence, networking and SEO-based web and mobile apps. ➡️ We have successfully completed the projects Deep Learning with CNN, FNN, RNN, SNN, LSTM, GRU, AutoEncoder, GAN, Transformer, RBFNN, SOM, RBM, DBN, CapsNet, ESN, etc., Computer Vision, Encryption Decryption, Face Detection, Data Analysis, Statistics, Trading, Text, Image, Multiclass Classification Using Azure ML, Tensorflow, R Programming, OpenCV, Robotics Software, TCP-UDP Networking Project, Cloud Computing, etc. Note: The project with QA, testing, and comments in the code, so it's easy to understand the flow of the project and in future it's easy to upgrade.

Hi there, I’ve carefully read your project description - Image Classification for Security Monitoring 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

Hi Thank you for the opportunity to bid on your project. An experienced deep learning and image processing specialist, I am ready to start right now and assist you in classifying images related to shoplifting and burglary. With proficiency in Python, extensive knowledge in image processing, and expertise in deep learning techniques, I am well-equipped to develop a model for identifying instances of interest in retail and public spaces. Having prior experience in security monitoring systems, I am confident in delivering high-quality results for your project. Looking forward to the opportunity to collaborate and bring your project to life. Kind regards, Haroon Z .

Hi there, Good evening I am Talha. I can work with your project skills Software Architecture, Machine Learning (ML), Python, Algorithm and Matlab and Mathematica I am excited to present my proposal, which centers around a personalized approach designed to elevate your project. We will start with an in-depth consultation to gain a deep understanding of your project's unique requirements, goals, and constraints. Our commitment to customization means that we will tailor our services to align perfectly with your project, and we will explain how this approach will meet your expectations Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Thanks Regards. Talha Ramzan