Keras classification exampleproiecte

I'm looking for a website designer who can create a multi-page layout similar to Example A, specifically incorporating its layout structure. Key Requirements: - Ability to mimic the layout structure of Example A - Expertise in multi-page website design - Familiarity with responsive design principles to ensure the site is mobile-friendly Ideal Skills and Experience: - Proven track record of website design - Strong understanding of layout structures and design principles - Ability to deliver high-quality, visually appealing designs

...seeking a skilled web scraper to extract data from Google Maps, focusing on the commercial construction sector in Saudi Arabia. Key Tasks: - Scraping data for commercial construction companies - Collecting company names, addresses, mobile numbers, and emails Ideal Skills: - Proficient in web scraping tools and techniques - Familiarity with the construction industry - Understanding of data classification and organization - Ability to extract information from Google Maps Please note, the cities to be covered are not specifically mentioned. Therefore, the scraper should be able to cover all major cities in Saudi Arabia, focusing on commercial construction companies. The final data set should be comprehensive, including as many mobile numbers and emails as possible. The final da...

I want to create a few lines of code related to a PineScript TradingView strategy based on one TradingView indicator. Basically, I need the and the based on conditions that I will provide. Please, only answer if you have experience in TradingView and PineScript.

I'm in need of an advanced model that can classify tools, recognize Object Character Recognition (OCR) from labels, and detect ID cards. This model will process input from a live camera. Key Requirements: - Tools classification - OCR from labels - ID cards detection Ideal Skills and Experience: - Proficiency in Machine Learning and Computer Vision - Experience in developing object detection models - Familiarity with OCR technology - Capability to optimize models for live camera input Basic setup from The model should focus on detecting hand tools and employee IDs. The model will be optimized for edge devices ensuring low latency. The model will be deployed in an industrial setting. The model should achieve high accuracy rates of 90-95%. Include alerts

...project in audio classification. Specifically, I want to classify music genres from live recordings. The project is intended for academic research purposes. Key Requirements: - Proficiency in audio classification, particularly music genre identification - Experience with live audio sources is a big plus - A solid understanding of domain adaptation techniques The successful freelancer will be able to: - Implement domain adaptation techniques to make the audio classification model effective on live recordings - Provide a structured approach to the project, ensuring its suitability for academic research - Communicate clearly and effectively on the project progress, challenges, and potential solutions This project is perfect for someone who is passionate about audio ...

Spyglas,VCS,DC,DFT,Verdi,Catapult,Synplify,VerilogXL,Virtuoso,Xcelium,Spectre,Allegro,Vivado,Quartus,ModleSim, Matlab,Octave,Signal Generator,Logic Analyzer,Anaconda,Tensorflow,Keras,Darknet ,notepad++. Language mastery: Verilog,SystemVerilog,UVM,C,C++,VHDL,Python,Firmware etc. Familiar with using: Linux, Windows,Unix,MS-DOS,FreeRTOS. PreviousFields: AISC/IP/IC design,SOC design/verification,FPGA Design/Verification and debugging,AI (especially deep learning),complex digital systems,complex communication systems,mixed digital and analog systems. Work experience focused in Beijing China 5+ years of ASIC experience and 10+ years of FPGA experience, experienced Senior Technical Lead with a demonstrated history of working in the semiconductors industry. Part of 5+ tape outs....

We are seeking a skilled and detail-oriented freelance paralegal to assist with a case in Washington State. The ideal candidate will have experience with legal research, exhibit classification, and familiarity with tools like CaseFleet, , and ChatGPT. This role requires excellent organizational skills and the ability to analyze and synthesize complex legal information. Responsibilities: Review and classify exhibits to ensure accurate and organized case documentation. Conduct comprehensive legal research on laws, regulations, and legal articles relevant to Washington State. Utilize CaseFleet for case analysis, timeline creation, and evidence management. Summarize findings and provide insights to support litigation strategy. Collaborate on case strategy and document preparation as ne...

I offer various options to help you organize and clean up your accounting records in QuickBooks. Here are the services I provide: - Review and Correction of Transactions: I examine existing transactions in QuickBooks Online and correct any errors or discrepancies in the accounts. - Bank Reconciliation: I ensure that bank transactions match the records in QuickBooks Online. - Classification of Expenses and Income: I correctly organize and classify transactions into the appropriate categories. - Duplicate Removal: I look for and eliminate duplicate transactions or unnecessary records that may inflate financial reports. - Inventory Regularization: If you manage inventory, I verify the accuracy of inventory records and adjust quantities as necessary. - Missing Data Update: I complete an...

This project involves completing two tasks to demonstrate your ability to apply machine learning algorithms to real-world datasets. The tasks will focus on regression and classification, with both requiring practical implementation, performance evaluation, and detailed reporting. Task Breakdown: Regression Task: Choose two regression algorithms (e.g., Linear Regression, Random Forest, Decision Trees, SVM, etc.). Apply them to a dataset of your choice. Evaluate and compare their performance. Classification Task: Choose two classification algorithms (e.g., Naïve Bayes, K-Nearest Neighbors, SVM, etc.). Apply them to a dataset of your choice (or the same dataset if applicable). Evaluate and compare their performance. Requirements: Submit a single zipped folder con...

I am looking for a freelancer who can help me with the segmentation and classification of 3D brain tumors in MR images using deep learning. I prefer to use a Convolutional Neural Network (CNN) for this project. I already have a specific dataset in mind, so the freelancer can use that for the project. The required performance metric for the model is accuracy. I am looking for someone with experience in deep learning, specifically with CNNs and medical image analysis. The ideal candidate should have knowledge and experience in the following areas: - Convolutional Neural Networks (CNN) - Medical image analysis - Python programming language - TensorFlow or PyTorch framework - Experience in data preprocessing to clean and prepare medical MR images for analysis. - Knowledge of various mo...

...data. Provide clear documentation of the model development process, including data preprocessing, model architecture, and evaluation. Collaborate with our team to integrate the prediction model into a gold trading website. Requirements: Proven experience in machine learning and deep learning, specifically in time-series forecasting. Proficiency in Python and libraries such as TensorFlow, PyTorch, Keras, or equivalent. Experience with financial or commodity price prediction models is a plus. Strong knowledge of data preprocessing techniques for time-series data. Ability to explain and document technical concepts clearly. Familiarity with concepts like LSTM, GRU, or SGRU is preferred. Strong problem-solving skills and attention to detail. Deliverables: A trained and validated gol...

I'm s...algorithms and college basketball. The goal is to develop a predictive model that evaluates games with accuracy comparable to the closing line value (CLV) in sports betting. Key Requirements: - Expertise in predictive modeling and machine learning techniques, particularly classification algorithms. - Proficiency in R for model development. - Strong understanding of NCAA data and trends. - Familiarity with sports betting markets and CLV. - Ability to manage and process large datasets. Your role will primarily involve using classification algorithms to build our model. If you have a proven track record in similar projects, please reach out. I'd like to see examples of your past work, your approach, and your rates. Together, we can create a powerful tool for ...

the client wanted a model to classify the dataset and do detection on any piece of fashion clothes.

I'm looking for a skilled data scientist to build a neural network model that can sort a clothing items dataset. The main task of the model will be the classification of these clothing items based on their color and brand. Ideal Skills: - Expertise in machine learning and neural networks. - Experience with fashion datasets or similar. - Strong skills in Python and libraries like TensorFlow or PyTorch. - Understanding of classification tasks, particularly in image processing. Please include examples of similar projects you have completed in your proposal.

...kertas. Hal ini membuat proses daur ulang menjadi sulit dan berdampak buruk pada lingkungan. Tujuan: Membuat tempat sampah pintar (smart trash bin) yang bisa mengenali jenis sampah secara otomatis dan membantu masyarakat memilah sampah dengan lebih mudah. Tim Proyek: 1. Thea (Koordinator Proyek): Mengatur jadwal, distribusi tugas, dan evaluasi hasil. 2. Ardian (Teknisi): Mendesain perangkat keras seperti sensor dan komponen elektronik. 3. Ashrafi (Programmer): Menulis program untuk algoritma pengenalan jenis sampah. Tahapan Proyek: 1. Penelitian Awal: Melakukan survei kepada warga tentang kebiasaan membuang sampah. Mempelajari teknologi sensor yang mampu membedakan bahan sampah (misalnya sensor warna atau logam). 2. Desain Prototipe: Membuat desain awal tempat sa...

I'm seeking an expert in Azure Machine Learning to develop a classification model aiming at customer segmentation from structured data. Key Requirements: - Proficiency in Azure Machine Learning - Expert in developing classification models - Experience in handling and processing structured data - Knowledge in customer segmentation techniques Your role will be to analyze the structured data and build a predictive model that effectively segments different types of customers. Your expertise will help in understanding customer profiles and predicting their behaviors. Please provide your relevant experience in your proposal. This is a simple POC project that has to be completed in 2 days time

Need to create a new website this is my current website and this is example I want the same Quality like example all graphics needs to be like the example as well write " GREEN " in your bid if u can do

I'm looking for an expert in neural networks for a predictive modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structur...modeling project. The focus will be on working with structured data, specifically tabular data. The ultimate goal is to develop a model that can generate regression values. Ideal Skills: - Proficiency in neural networks and predictive modeling - Experience with structured, tabular data - Skills in generating and interpreting regression values - Familiarity with Python and libraries like TensorFlow or Keras - Strong statistical analysis and problem...

I'm seeking a proficient Python developer with a strong background in machine learning, specifically in classification tasks. The project involves creating a Python application that interacts with a database and then compiling it into a single application that can be hosted as a website. The zip file below includes a sample I need to create for my product which I can eventually host on a website. Key Requirements: - Development of a classification model using Python - Compilation of current code as shown in as a sample video - Creation of a website with interactive dashboards Ideal Skills and Experience: - Proficiency in Python and machine learning - Experience with database management - Web development skills - Ability to create interactive dashboards The website ...

...through experimentation, hyperparameter tuning, and model evaluation Stay updated with the latest AI and machine learning research trends to apply cutting-edge technologies and techniques. Implement best practices in coding, version control, and continuous integration for AI/ML projects. Required Skills & Qualifications: Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Troubleshoot and resolve issues related to machine learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement ...

...through experimentation, hyperparameter tuning, and model evaluation Stay updated with the latest AI and machine learning research trends to apply cutting-edge technologies and techniques. Implement best practices in coding, version control, and continuous integration for AI/ML projects. Required Skills & Qualifications: Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, Scikit-learn). Troubleshoot and resolve issues related to machine learning models and AI applications Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field Strong proficiency in programming languages such as Python, Java, or C++ Solid understanding of AI techniques, including supervised and unsupervised learning, reinforcement ...

I'm in need of a specialist who can integrate PayPal for marketplaces into my website or app. Your expertise should not just be in PayPal Business, but specifically in the intricacies of PayPal for Marketplace. I will need to see an example in your proposal where you have done this, otherwise please don’t apply I will not reply to your proposal.

...ads to be published per month. If the user exceeds this number, he can purchase additional publishing opportunities through a paid service. Professional account: A paid account through which the user gets 35 ads per month. The user can choose to pay monthly or annually, and when the number of ads is exhausted, he can purchase additional publishing opportunities. Points system and account classification Each new account gets 25 points upon registration, and accounts are classified based on the number of points earned as follows: Untrusted account: less than 20 points (red color). Regular account: from 21 to 70 points (blue color). Premium account: from 71 to 160 points (purple color). Gold account: more than 160 points (gold color). Points are earned or lost based on user...

...Design a SharePoint structure that mirrors the existing file server’s setup and migration plan. - Perform the migration of files from the physical file server to SharePoint. FIDO2 Implementation: - Configure Microsoft Entra (formerly Azure AD) and set up policies for FIDO2 authentication. - Roll out FIDO2 keys (30 keys in total) for secure user authentication. Data Classification: - Map out requirements for data classification and create necessary policies. - Implement and roll out labels for classifying data within the organization. Microsoft Intune Configuration: - Create and configure policies for device management using Microsoft Intune, including: - Compliance policies - Configuration policies - App protection policies - Conditional access policies - Device r...

This assignment focuses on a classification problem that encompasses all stages of the machine learning process. The goal is to predict advanced fibrosis status (positive or negative) in liver patients using a dataset containing 34 features. The process begins with splitting the dataset into 80% training and 20% testing subsets to ensure that the model’s performance can be evaluated on an independent dataset. During model training, it is crucial to standardize the features to ensure all variables are on the same scale. This standardization must only be applied to the training data and incorporated into the cross-validation process to avoid data leakage, which could lead to misleading results. Various machine learning algorithms and hyperparameter combinations will be explored ...

...Streptococcus zooepidemicus at an undergraduate level. (APA format; minimum of 10 pages, excluding bibliography, typed, Calibri, double spaced, font size 12) Ideal Skills: - Strong background in Biology - Excellent research and writing skills - Ability to work under tight deadlines Here is table of contents: Introduction Background and significance Objectives of the research Taxonomy and Classification Classification within the Streptococcus genus Comparison with related species Morphology and Physiology Structural characteristics Growth conditions and metabolic properties Genomics and Molecular Biology Genome structure and sequencing Key genes and their functions Virulence factors Pathogenesis Mechanisms of infection Host-pathogen interactions Clinical manifestations i...

I'm looking for a machine learning expert to write me a research paper focused on supervised learning, specifically on classification algorithms and also optimization . This paper should include an in-depth analysis of decision trees and neural networks random forest. Ideal skills and experience for the job: - Extensive knowledge and experience in machine learning, particularly supervised learning and classification algorithms - Proficiency in writing academic research papers - Ability to conduct thorough research and analysis on decision trees and neural networks - Familiarity with the principles of machine learning and its applications in real-world scenarios

I'm in need of a seasoned AI developer to build an advanced software so...incorporate a user-friendly interface into the solution. Specifics of the Project: - The AI solution needs to be compatible with Whole Slide Images (WSI). - The training of the AI model will be conducted using raw images without annotations. Ideal Skills and Experience: - Deep Learning Frameworks: The ideal candidate will have a strong background in using frameworks such as TensorFlow, PyTorch, or Keras. - Model Development: Hands-on experience with Convolutional Neural Networks (CNNs) and Transfer Learning is a must. - UI/UX Design: Prior experience in user interface design is an advantage. This project is a unique opportunity to contribute to a critical health solution, and I look forward to seeing ...

My budget is fixed. Kindly do not send a bid if you do not agree to the budget. I need an AI bot that acts as a resource optimization advisor (in farming sector). This project involves developing a custom AI model that utilizes advanced classification and clustering techniques. Tips: It is important to note that this bot supports Extension Agents working with farmers. Sample app: Attached is an interface section I'd like to see. Also note that this app is to be used as a practical, not really made for an organization.

I have approximately 2,000 financial transactions that I need to have extracted and organized from 47 screenshots (in JPG/PNG format) and two Excel files into a single, consolidated Excel file. The finishe...the transactions. Please note: - Transactions from the two Excel files should be marked as "Trust" or "Sole Trader" in the Bank column. - The final deliverable would ideally be completed within 12 hours. Please note that the transactions will include a mix of personal expenses and business transactions. I will provide a specific naming convention for the consolidated Excel file. The classification into general income and expense categories will suffice. Transactions should be classified flexibly but in a consistent manner, ensuring all similar trans...

...By leveraging OCR and Machine Learning, we aim to reduce manual data entry errors, improve efficiency, and create structured outputs for seamless ERP integration. Objectives - Scan Supplier Invoices: Develop a system that can accept scanned images or PDFs of supplier invoices. - Data Extraction: Utilize OCR with Machine Learning to accurately extract key information from the invoices, For example: - Vendor Name - Invoice Number - Invoice Date - Total Amount - Line Items (Description, Quantity, Price) - Tax details - Other details - Output Format: Generate structured output files in both CSV and XML formats for easy import into our ERP system. - Error Handling: Implement validation checks to ensure data accuracy and flag any discrepancies for review. - User Interfa...

...data privacy. Adjust and test the existing model to incorporate privacy features without compromising the anomaly detection capabilities. Continue to provide detailed documentation and regular progress updates throughout this phase. - Ideal Candidate: 1- Proficient in Python with a strong background in both Deep Reinforcement Learning and Federated Learning. 2- Experienced in numeric data classification and handling security-related tasks in IoT environments. 3- Knowledgeable about privacy-enhancing technologies, especially in the context of federated learning systems. 4- Capable of following a phased development approach, with a strong emphasis on achieving high accuracy in anomaly detection and privacy. - Additional Requirements: 1- Demonstrable experience with libraries li...

I'm looking for a data scientist who can implement the k-Nearest Neighbors (kNN) algorithm, Decision Trees, and Random Forest to classify the Wisconsin Breast Cancer dataset. Key Requirements: - Utilize all available features in the dataset for model training. - Output classification results in an Excel file. - Provide a detailed output including the confusion matrix for model evaluation. Ideal Skills: - Proficiency in Python or R for implementing machine learning algorithms. - Experience with cancer datasets is a plus. - Strong understanding of model evaluation metrics. Please use the original version of the Wisconsin Breast Cancer dataset. Please use Python with scikit-learn for implementing the algorithms. No feature engineering or data preprocessing is needed; use the d...

This project involves developing a BERT-based text classification system to categorize customer complaints into predefined categories (Product ID). Despite successful training, the model currently achieves zero accuracy due to issues in the dataset or training pipeline. The goal is to debug the existing pipeline, address dataset problems, and improve model performance. • Analyze why the training script is resulting in zero accuracy. • Debug model initialization and weights setup. • Fine-tune the training script for better learning. • Acceptance Criteria: 1. Ensure the model starts learning, as evidenced by decreasing loss during training. 2. Improve training metrics (accuracy, precision, recall, F1-score) to acceptable levels. • Tasks: 1. Verify data...

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 cus...

Here is exactly what is in my mind to do: Application should be Android. You will be working on creating an AI bot that acts as a resource optimization advisor (in farming sector). This project involves developing a custom AI model that utilizes advanced classification and clustering techniques. My primary focus is on ensuring that the app is functional, with seamless integration of the AI model, effective application or website design, and robust database integration. Additionally, you are to provide well-structured source code with detailed comments to facilitate understanding and maintenance. One of the main concerns is the input and output functionality of the bot. You will ensure that users can easily input relevant data and receive clear, actionable insights in return, tha...

If you are an ML, computer vision, and Python expert and have experience in completing such projects, I need your service to update an existing code. let's talk and discuss the project details.

Hello, I have been working in data annotation for almost 3 years, gaining extensive experience in annotations. This makes me a valuable addition to your team. In addition, I have much experience in image annotation, segmentation, bound...image annotation, segmentation, bounding boxes, polygons, key points, 2D and 3D annotations, and even LIDAR annotations. Tools: CVAT Roboflow LabelImg Labelbox VGG Doccano Label Studio Annotation Solutions: Bounding Boxes Image annotation Object labeling/tagging Semantic Segmentation Polygons Annotation/masks Polylines Annotation Key Points annotation Sentiment, Text & Topic Analysis Image classification and categorization Object Tracking Data Ann...

I'm looking for a Machine Learning expert to assist with a project focused on classifying text data. The primary goal is to develop an efficient algorithm for data classification. Ideal Skills: - Proficiency in Machine Learning techniques - Experience with text data classification - Strong programming skills, preferably in Python or R - Familiarity with libraries like scikit-learn, pandas, or NLTK Please provide evidence of your prior work in this area.

I have a dataset consisting of integers and I need a proficient deep learning professional to assist me in developing a model that can pre...Clear and succinct explanations of the code Ideal Skills: - Expertise in deep learning and neural networks - Proven experience with ResNet models - Excellent understanding of classification tasks - Strong coding skills with clear communication I have specific steps for preprocessing this dataset. The steps include normalization, standardization, feature engineering, and general data preprocessing. Hence, I am not in need of suggestions nor will I handle the preprocessing myself. Please note, there is no preferred framework for this project. Your expertise in any deep learning framework such as TensorFlow, PyTorch or Keras will be gre...

Project Description: I am looking for a designer to create a badge/stamp based on the provided example. The stamp will be used on a website to highlight the quality and popularity of a product. Requirements: The stamp must include the following German slogan: “Empfohlen von tausenden Käufern aus Deutschland und Österreich” The design must incorporate two flags: German flag Austrian flag The badge should be visually appealing, professional, and suitable for use on a website. Final files should be delivered in the following formats: PNG (with transparency), JPG, and a vector format (e.g., SVG or AI). Additional Information: I will provide an example design for inspiration. The badge should convey professionalism and trustworthiness to website visitors....

I'm looking for a skilled NLP expert to carry out sentiment analysis on product reviews. The reviews are in English and your task will be to determine the sentiment expressed in these reviews. Ideal skills for this job include: - Proficient in Natural Language Processing techniques - Experience with sentiment analysis - Familiarity with text classification - Proficient in Python and libraries like NLTK, pandas, sklearn etc. - Ability to present findings in a clear and concise manner. Please provide samples of previous similar work in your proposal. The sentiment analysis results should categorize reviews as Positive, Neutral, or Negative.

thank you for being here; Here is code Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship and potentially collaborate in the future. terraform apply runs If aws vars are ready “use them” and "run code" and "proceed" if not then check If vault vars are ready “use them” ” and "run code" and "proceed" If neither vault or aws vars exist then exit Would appreciate if this could be done within 2 hours, and ideally we can keep the hourly budget to a maximum of $10. I'm hoping this can be a quick task, so that we can establish a good working relationship...

I'm seeking a professional with expertise in OpenCV and image processing to collaborate on a project. Key Responsibilities: - Develop a robust web application using OpenCV for image processing. - Implement advanced image processing techniques focusing mainly on object detection, image...a professional with expertise in OpenCV and image processing to collaborate on a project. Key Responsibilities: - Develop a robust web application using OpenCV for image processing. - Implement advanced image processing techniques focusing mainly on object detection, image enhancement and image classification. Ideal Skills: - Proficient in OpenCV and image processing. - Experience in web application development. - Strong understanding of object detection, image enhancement, and image class...

...behaviors. Please classify them accordingly. (Please check it in files callled ) Detail Rules: 1. Each miner_uid should belong to one and only one group. 2. If a group has fewer than three uids, merge those uids into an 'others' group. 3. There should be at least five groups, but no more than fifteen. 4. What I need is a uid-to-group mapping, a visualization of the classification results, the model training process, and the code for the model itself that can be used. 5. The task will be considered successfully completed if the clustering model achieves 80% accuracy to the ground truth I have at hand. first come, first served. Key Requirements: - Basic data preprocessing: The model should handle basic preprocessing of the mixed data. - Algorithm flexibility: You can

I'm looking for an expert in data analytics who can work with my operational data from PostgreSQL. The main focus will be on predictive analysis using various models. Key Responsibilities: - Analyzing operational data to uncover trends and patterns. - Developing and implementing...with my operational data from PostgreSQL. The main focus will be on predictive analysis using various models. Key Responsibilities: - Analyzing operational data to uncover trends and patterns. - Developing and implementing predictive models. The ideal candidate should have: - Extensive experience in data analytics and working with PostgreSQL. - Proficiency in developing regression models, classification models and time series forecasting. - Strong problem-solving skills to diagnose issues and pro...

I'm looking for an expert in AWS and TensorFlow to help deploy my Natural Language Processing application. This project involves multiple components of NLP, including: - Text classification - Sentiment analysis - Entity recognition Ideal candidates should have extensive experience with NLP applications and AWS deployments, and a deep understanding of TensorFlow. A proven track record in working with the components listed above will be a significant advantage.

...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...

...handle large-scale data efficiently. Required Technical Qualifications: 1. Experience: Minimum of 2 years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and rei...

I need a deep learning specialist who can help me implement a surrogate model based on a research paper, but using a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. ...a different dataset. This project will involve: - Utilizing both MATLAB and Python (Spyder) programming environments. - Employing a custom dataset for model training and validation. - Creating and optimizing scattering parameters using the model. Ideal candidates should have a robust understanding of deep learning frameworks, with preference given to those skilled in TensorFlow, PyTorch, and Keras. Prior experience with surrogate models and custom datasets will be a significant advantage. In short implement paper as it is using different dataset c...