Keras unsupervised classificationJobs

I'm looking for a FileMaker (Claris 2024) database expert to develop a custom script for my coin collection database. The script should include a pull-down menu allowing me to select from multiple classifications for each coin when running a report by classification. Key Requirements: - The script should allow me to select from various classifications currently in separate fields, such as bullion, burnished, mint state, varieties and pedigrees. - Each of these classifications should remain separate but selectable. - The script should be highly customizable, allowing me to adjust settings based on my needs. Ideal Skills: - Extensive experience with FileMaker (Claris 2024). - Strong understanding of database management and scripting. - Proven track record of developing user-fr...

I'm looking for a program that primarily focuses on analyzing text data within the engineering field. Key Responsibilities: - Perform data retrieval and organization, specifically on text data. - Implement features for text classification and keyword extraction. Ideal Skills: - Proficiency in programming for data analysis. - Expertise in engineering-related text data analysis. - Experience with implementing text classification and keyword extraction features.

... rotation, scaling, flipping).  Limited generalization to diverse datasets.  Neglect of cross-image forgeries. Proposed Solutions: 1. Feature Extraction Enhancement: o Use deep learning models (e.g., CNNs with attention mechanisms) to detect transformation-invariant features. o Integrate transformer models for better spatial and contextual understanding. 2. Cross-Domain Learning: o Employ unsupervised domain adaptation techniques to enhance generalization across datasets. o Augment training datasets with synthetic forgery samples using Generative Adversarial Networks (GANs). 3. Multi-Modal Approaches: o Combine image metadata (EXIF) with visual features to improve detection in cross-image scenarios. o Leverage multi-branch CNNs for source-target disambiguation. Novelty:  A hyb...

Project Objectives: 1. Crop the single tooth image from all folders just keeping only one relevant tooth image and removing...Step ] 2. Removal or Unification of all background color of Images [ Code will done ] 3. Extract features for single root canal , two canal , and multi canals images 4. Implement Deep Learning / Machine Learning Model for Classification of root canal images [ single / two / multiple ] 5. Create annotation masks for root canal area in each image [ Creation of polygon bounding boxes around root canal images ] 6. Training Semention model so that it can automatically find the root canal are in new images 7. Performance Evaluation in both cases of root canal type classification and estimation of root canal / root canal regions on test images. Relevant plots...

Project Objectives: 1. Crop the single tooth image from all folders just keeping only one relevant tooth image and removing...Step ] 2. Removal or Unification of all background color of Images [ Code will done ] 3. Extract features for single root canal , two canal , and multi canals images 4. Implement Deep Learning / Machine Learning Model for Classification of root canal images [ single / two / multiple ] 5. Create annotation masks for root canal area in each image [ Creation of polygon bounding boxes around root canal images ] 6. Training Semention model so that it can automatically find the root canal are in new images 7. Performance Evaluation in both cases of root canal type classification and estimation of root canal / root canal regions on test images. Relevant plots...

I'm facing performance issues with an image classification model built in TensorFlow. The main concern is low accuracy during training and evaluation. The model has been fixed for data loading and training errors, but further optimization is needed. Ideal Skills and Experience: - Extensive experience with TensorFlow - Strong background in image classification tasks - Proven track record in model tuning and optimization - Ability to troubleshoot and resolve performance issues - Experience with data preprocessing and augmentation techniques

I'm looking for a highly skilled professional with equal expertise in Python backend development and computer vision model development. Key Requirements: - Extensive...development and computer vision model development. Key Requirements: - Extensive experience in Python backend development - Proven track record in developing computer vision models Ideal Skills & Experience: - Proficient in Python, with a strong knowledge of backend development - Experienced in using computer vision libraries such as OpenCV, TensorFlow, or PyTorch - Previous work on image classification projects - Comfortable handling both publicly available and custom datasets Your role will be crucial to the success of this project, as both backend development and computer vision model development are...

I'm seeking a proficient data scientist with extensive experience in machine learning and cybersecurity. The project revolves around creating an anomaly-based malware detection system using unsupervised learning techniques. The model will be trained primarily on network traffic data. Key Responsibilities: - Develop an anomaly-based malware detection system using machine learning. - Utilize any machine learning techniques to train the model. - Work with network traffic data to identify potential threats. Ideal Skills: - Proficiency in machine learning, particularly unsupervised learning. - Experience in cybersecurity and malware detection. - Strong skills in data analysis and interpretation. Please provide examples of similar projects you've worked on in your pro...

I am looking for an expert in computer vision, particularly in image classification, to help me with a project focused on detecting and classifying people in videos. Key Requirements: - Proficient in image classification techniques - Experienced in working with video data - Capable of developing robust detection algorithms Ideal Skills: - Expertise in computer vision - Familiarity with object detection and tracking in videos - Knowledge of machine learning and deep learning techniques The objective of this project is to build a system that can accurately classify and detect individuals in video footage. Please respond with your relevant experience and proposals.

I'm seeking a seasoned frontend developer to craft a sleek, modern interface for a cryptocurrency address platform. The backend, built on Flask, is complete; your task is to develop the frontend. The design sh...the UI such as transaction history display and balance checks. - Implement a seamless and intuitive user navigation experience. Ideal Candidate: - Demonstrated experience in React and SPA development. - A keen eye for sleek, professional UI design. - Previous work with cryptocurrency platforms is a plus. This platform offers insights into cryptocurrency addresses, including validation, type classification, balance checks, transaction history, and features like risk scoring and scam prevention. If you can create a frontend that meets these requirements, I would love to...

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 ...

I'm looking for an expert in deep learning to help me classify numerical data. This project involves the detection of Human Activity Recognition (HAR) within this data set. Key Requirements: - Proficiency in deep...learning to help me classify numerical data. This project involves the detection of Human Activity Recognition (HAR) within this data set. Key Requirements: - Proficiency in deep learning techniques and algorithms - Experience with numerical data classification - Familiarity with anomaly in Human Activity Recognition (HAR) detection - Strong programming skills, preferably in Python - Capability to use deep learning frameworks like TensorFlow or PyTorch Please provide a portfolio of your past work in deep learning and numerical data classification. I look...

I'm looking for an experienced deep learning and image processing specialist who can help me classify images related to shop lifting and burglary. Key Responsibilities: - Develop a deep learning model capable of classifying images captured in retail environments and public spaces. - Focus on i...and burglary. Key Responsibilities: - Develop a deep learning model capable of classifying images captured in retail environments and public spaces. - Focus on identifying potential instances of shop lifting and burglary. Ideal Skills: - Proficient in Python with extensive experience in image processing. - Deep understanding of deep learning techniques, especially in the context of image classification. - Prior experience in developing security monitoring systems would be a signifi...

I'm looking for a skilled data scientist with machine learning expertise to classify image data related to voters. The project involves using machine learning techniques to categorize images of voters, which may include their demographic details, voting behavior, etc. Ideal Skills and Experience: - Proficiency in machine learning algorithms, particularly for data classification. - Extensive experience in handling and processing image data. - Familiarity with voter-related data is a plus. - Strong programming skills, particularly in Python and libraries such as TensorFlow or PyTorch. - Excellent problem-solving skills and attention to detail.

...pendidikan tinggi di Indonesia. Salah satu targetnya adalah menjembatani gap antara penelitian akademis dan kebutuhan dunia nyata, agar generasi muda bisa langsung merasakan dampaknya. Anak Muda Harus Tahu: Stella Adalah Inspirasi Banget! Kalau kamu butuh sosok role model, Prof. Stella Christie adalah jawabannya. Bayangkan, beliau pernah memulai kariernya sebagai mahasiswa biasa, lalu dengan kerja keras dan dedikasi, berhasil menjadi salah satu ilmuwan top di bidangnya. "Jangan takut bermimpi besar,” adalah salah satu pesan yang sering Stella sampaikan dalam berbagai forum. Ia percaya bahwa anak muda Indonesia punya potensi luar biasa, hanya butuh dukungan dan akses yang lebih baik untuk bersinar. Fokus Stella: Pendidikan Tinggi yang Keren dan Relevan Sebagai Wakil...

...Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions....

...baca untuk diri kita sendiri,berjuang dalam kehidupan harus ada pada diri kita,rasa semangat harus ada setiap hari nya. Apa yang kita impikan bisa jadi kenyataan apabila kita terus berusaha tanpa kenal lelah,seperti dalam cerita novel yang saya baca,setiap orang yang berusaha sungguh sungguh maka akan mendapatkan hasil yang memuaskan,kita bisa mencontoh orang orang yang sukses dengan terus bekerja keras dan terus bersemangat dalam hidupnya. Hal ini saya rasakan ketika saya mengalami rasa sakit,saya terus berusaha untuk sembuh karena sejati nya sehat itu mahal,saya terus mencari kesembuhan lewat mencari dokter untuk berobat,dan konsisten dalam menjalani masa berobat kemudian penyembuhan,dan pada akhirnya kesembuhan pun datang di kehidupan saya,saya sangat merasa bahagia atas kesem...

A model will be trained to perform detection and segmentation from a mammography dataset. For this purpose, it is envisaged to use the yolo method and u-net model. The trained model will be applied to another dataset, segmentation will be done, segmented parts will be classified. Resnet50 etc. models will be used for classification. The necessary datasets will be provided by me.

I'm seeking a machine learning expert to develop and train an image classification model on my fully labeled dataset. The goal is to achieve an accuracy of 96% or above. Ideal Skills: - Proficiency in machine learning and image recognition - Experience with model development and training - Ability to achieve high accuracy rates Your task will include: - Developing a model for image classification - Training the model on my fully labeled image dataset - Achieving a minimum accuracy of 96% Please provide evidence of your previous work and successes in this area.

I'm looking for a skilled data scientist or machine learning engineer who can develop a precise image classification model for nature images. The model will specifically need to classify images into three categories: animals, plants, and landscapes. Key Requirements: - The model should deliver high accuracy, ideally within the 95-100% range. - Proficiency in deep learning and computer vision is a must. - Prior experience in developing image classification models is highly desirable. Your expertise will play a crucial role in achieving the desired accuracy and performance of the model. Please provide examples of similar projects you've worked on in your proposal.

I'm seeking a machine learning expert to develop and train an image classification model on my fully labeled dataset. The goal is to achieve an accuracy of 96% or above. Ideal Skills: - Proficiency in machine learning and image recognition - Experience with model development and training - Ability to achieve high accuracy rates Your task will include: - Developing a model for image classification - Training the model on my fully labeled image dataset - Achieving a minimum accuracy of 96% Please provide evidence of your previous work and successes in this area.

I'm seeking a machine learning & AI expert to develop a system that can process drawings or illustrations. The main tasks will be object detection and image classification. Key Requirements: - Develop an AI system that can automate the process of image analysis - Enhance the system's accuracy in detecting and classifying objects within the images Your experience and skills in machine learning, object detection, and image classification will be key to the success of this project.

This project focuses on leveraging deep learning techniques to solve complex image analysis problems. It includes the following key aspects: Model Development: Designing and training convolutional neural networks (CNNs) for tasks such as classification and segmentation. Applications: Special emphasis on applications in medical imaging, including the analysis of MRI images for disease diagnosis. Performance Optimization: Implementing advanced methods to enhance model accuracy and reduce computation time. Explainability: Utilizing Explainable AI techniques to ensure model transparency and reliability. This work demonstrates a strong ability to develop, deploy, and interpret deep learning models for impactful solutions.

...Sync invoices from CRM to D365 F&O, including customer details, product information, and financial data. - Configure posting profiles for standard and advanced invoices. - Track integration status and enable retry functionality for failed transactions. 2. Fixed Asset Integration: - Sync selected fixed asset groups from F&O to CRM based on predefined parameters. - Include classification, number sequencing, and location-specific custom fields. - Update CRM asset status dynamically when sold or scrapped in F&O. 3. Real-Time Updates: - Implement Dual-write for real-time synchronization between CRM and F&O. - Ensure validation to prevent duplicate entries and maintain data integrity. 4. Remote Collaboration: - Work will be co...

I'm seeking a PySpark developer proficient in unsupervised machine learning, specifically in building recommender systems. Key Responsibilities: - Utilize PySpark for data processing tailored for machine learning applications. - Develop and implement unsupervised learning algorithms, particularly recommender systems. Ideal Skills: - Deep understanding and experience with PySpark. - Proven track record in developing unsupervised learning algorithms. - Expertise in building recommender systems. Please provide examples of previous work in your proposal.

...Employee information management (personal details, contact information, salary, etc.) * Attendance and leave management * Payroll processing * Performance appraisal * Examination Management: * Exam schedule and time table creation * Online exam conduction (if applicable) * Result processing and analysis * Report card generation * Library Management: * Book cataloging and classification * Issue and return management * Fine management * Digital library integration * Inventory Management: * Stock management (stationery, books, lab equipment, etc.) * Purchase orders and invoices * Stock alerts and reordering * Transport Management: * Vehicle and driver information management * Route planning and optimization * Fee management for ...

I'm seeking a Python expert with a deep understanding of LangChain and vector databases for a natural language processing project. Your main tasks will involve text generation and text classification. Skills and Experience: - Expertise in Python and LangChain - Experience with vector databases - Strong background in natural language processing - Proficient in text generation and text classification Please note, the specific data to be processed for text generation and classification has not been decided yet, so flexibility and adaptability are essential.

...generation. Strong analytical and programming skills with a proven track record in app development. API Integration: Ability to connect multiple data streams via APIs. Experience in configuring and managing RESTful or GraphQL APIs for real-time data exchange. Expertise in AI integration and automated report generation. Machine Learning and AI: Designing and fine-tuning deep learning models for classification, prediction, and data analysis. Proficiency with frameworks like TensorFlow, PyTorch, or Hugging Face for model customization and training. Proficiency in designing and deploying machine learning models to analyze employee performance and optimize workflows. Backend Development: Developing backend systems to support chatbot interactions with databases and APIs. Knowledge o...

Development of Custom AI/ML Model with Backend Integration Description: We are looking for an experienced developer to deliver a custom AI/ML solution tailored to our specific needs. The project involves: AI/ML Development: Design and training of models using TensorFlow or PyTorch. Focus on computer vision tasks, including image classification, object detection, or segmentation. Backend Development: Integration of the AI/ML model into a robust backend using FastAPI, Django, or Flask. Development of RESTful APIs for seamless interaction between the model and frontend systems. Ensure scalability and performance optimization. Requirements: Strong experience with AI/ML frameworks like TensorFlow or PyTorch. Proficiency in backend frameworks such as FastAPI, Django, or Flask. Famili...

I am looking for a data scientist and a writer with experience in machine learning, particularly with Bi-directional LSTM deep learning algorithms. Your task will be to write an article suitable for journal publication on air pollution prediction using PM2.5 ...should be as beginner friendly as possible to avoid suspision. the journal/article should be published in websites where more b tech final year students upload their article not on some international websites except google scholar,springer,etc should be completed within a time span of 20 days Ideal candidates will have: - Proficiency in Python and familiarity with libraries such as TensorFlow or Keras. - Experience with data visualization tools. - Strong academic writing skills. - Previous publication in a scientific journal ...

...MATLAB and signal processing who can assist me with a project focused on signal classification. The project has two main components: 1. Dataset Creation: I currently do not have a dataset for this project, so part of the task will involve helping to create a suitable dataset for signal classification. Experience in dataset generation and understanding of what constitutes a good dataset for signal classification is crucial. 2. Signal Classification: Once we have the dataset, the next step will be to implement signal classification techniques using MATLAB. The ideal freelancer for this project will have a deep understanding of signal processing, experience with MATLAB, and knowledge of various signal classification methods. Please note, I have...

I'm seeking a skilled freelancer who can utilize ChatGPT APIs to classify images from natural scenes. Key Responsibilities: - Classify images based on various elements including animals, plants, landmarks and more. - Solve complex image-based puzzles. Ideal Skills: - Proficiency in using ChatGPT APIs for image classification. - Experience working with natural scene images. - Strong problem-solving skills for tackling intricate image puzzles. Your ability to deliver precise and perfect solutions will be crucial for the success of this project.

...Report: A detailed report including: Problem definition and project scope. Dataset description and preprocessing steps. Model architecture and training methodology. Results and evaluation metrics. Challenges faced and solutions implemented. Requirements: Strong experience in machine learning and deep learning, specifically in CNNs. Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras, OpenCV). Knowledge of real-time inference techniques. Experience in working with gesture recognition or sign language projects is a plus. Additional Information: The project should be completed with clean and modular code. Detailed comments and documentation within the code are essential. The freelancer should be available for discussions and feedback sessions....

I would like data from these two websites: https://haslamet... I'll start by scraping data from those two websites (Haslametrics and Bart Torvik's TRank) using some web scraping magic. I'll grab the stats and ratings for college basketball teams. Next, I'll clean up the data, making sure it's all tidy and ready for analysis. Then, I'll build a predictive model using R, using techniques like classification and regression to forecast game outcomes. I'll train the model on historical data, and then test it on new data to see how well it performs. Finally, I'll refine the model, tweaking it to get the best possible results. And that's it! With a solid model, you'll be able to make predictions about college basketball games.

Description: I am looking for a skilled machine learning engineer to design and train a custom neural network model for CIFAR100 classification. The model will be trained from scratch (no transfer learning) and should balance accuracy, model size, and computational efficiency. Project Requirements: Dataset: CIFAR100 Model Specs: - Parameter count: ~500K to ~2-4M (the fewer, the better) - FLOPs: ≤220M (the fewer, the better) - Accuracy: ≥75% on CIFAR100 test set Higher parameters expecting higher accuracy. Training Configuration (default values, not changable): - Epochs: 50 - Weight Decay: 3e-4 - Optimizer: SGD (momentum=0.9) - Scheduler: CosineAnnealingLR Additional Notes: No pre-trained weights or transfer learning. The model will be validated by resetting its weights. E...

I'm seeking an expert Django developer with Machine Learning expertise to integrate a small AI module i...will process user text input and transform it into database queries, returning a summarized output. Key Requirements: - Implement a Machine Learning based AI module - Process user text input for database queries - Return a summarized output post query execution Ideal Skills: - Proficiency in Machine Learning - Experience with AI integration in web applications - Strong understanding of text classification This is a unique opportunity to enhance a Django project with an interactive AI component. Your task will be to ensure the AI module effectively handles user input and interacts with the database, providing useful feedback. Please provide examples of similar projects yo...

...performance using metrics like accuracy, precision, and recall, comparing results with expert dental evaluations. Dataset: The dataset consists of high-resolution IOPA X-ray images collected from dental clinics, formatted as JPEG/PNG files. Preferred Skills: Experience with Python, TensorFlow, or PyTorch Knowledge of computer vision and medical imaging Familiarity with tools like OpenCV, Keras, or similar frameworks Experience in preprocessing and working with radiographic images is a plus Budget: Open to proposals, looking for a cost-effective solution. Timeline: We expect the project to be completed within 3-5 weeks. Deliverables: A fully functional model for root canal detection Documentation on implementation, usage, and model evaluation Sou...

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

...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...

...implemented, there are issues and areas for improvement that need an expert to resolve. What the Program Does: The current program extracts: Nr. CF - Land registry number. Nume Proprietar - Owner's name(s). Suprafață Teren - Land area. ID Construcție & Suprafață Construcție - IDs of constructions and their respective areas. Intravilan - Status ("DA" or "NU") indicating land classification. Categorie de Folosință - Category of land usage (e.g., Arabil, Padure, etc.). The extracted data is then saved into an Excel file using pandas and openpyxl. Issues Faced: ID Construcție & Suprafață Construcție: These fields are not extracted accurately. The correct logic should be based on the A1.x format for IDs and value...

I'm seeking a proactive expert in Python and Computer Vision for a research project focused on image classification of ultrasound images. The task involves executing a research proposal, iterating through multiple improvements, and delivering quick results. Key Responsibilities: - Execute a Computer Vision research proposal using Python - Work with ultrasound images sourced from Kaggle - Proactively attempt multiple improvements before identifying successful solutions - Prepare requested visuals for results presentations Ideal Skills and Experience: - Extensive experience with Python and Computer Vision - Proficiency in image classification techniques - Prior work with medical images, specifically ultrasound images, highly advantageous - Able to deliver quick results a...

...• Barcode and QR code generation and scanning for each item. The system should also allow direct printing of barcode labels from the application for easy labeling and tracking. • Stock alerts for low inventory levels. • Bulk upload functionality via CSV or Excel. • Grouping and Classification Display: o Support for grouping items based on categories such as new, used, original, and duplicate parts. o Display the number of items in each group. o Highlight the cheapest items within each group. o Provide classification options based on specific attributes for easier navigation and decision-making. • Add, update, and delete inventory items. • Categorization of items based on: o Part name o Part type o Vehicle type o Manufacturer o Production date ...

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

I need an expert in image analysis to help with a research project. The task involves analyzing satellite images to count the amount of pixels of specific colors - predominantly green for vegetation and blue for water bodies. Key Requirements: - Supervised classification of image data - Clipping of images for focused analysis - Conversion of pixels into quantifiable data Skills and Experience: - Proficiency in image processing software - Experience with satellite imagery analysis - Strong background in research-oriented projects

I have a project that requires analyzing a CSV file using R. The main focus will be on predictive modeling, specifically classification tasks. Ideal Skills: - Proficiency in R - Experience with predictive modeling and classification - Knowledge in handling and analyzing CSV data I’m looking for an expert who can help me derive meaningful insights from this data and accurately perform classification tasks.

...professional to assist with cleaning and categorizing a grocery product list in an accounting system. The tasks involve: Data Cleaning: - Reviewing and refining the current product list for accuracy and consistency. - Removing any duplicate or incorrect data. Product Classification: - Using a file containing main and sub-categories that I will provide. - Classifying each product in the list and linking it to the appropriate main and sub-categories. Work Requirements: - Previous experience with product lists and classification. - Proficient in Excel or similar programs. - High level of accuracy and attention to detail. - Ability to work quickly and efficiently. Question 1: The product list consists of more than 2000 items. Question 2: I have specific names for the main ...

I'm looking for an experienced professional in image processing and pattern recognition. The project involves explaining image processing and pattern recognition topics such as: - Image Enhancement: Improving the quality of the images for better analysis. - Feature Extraction: Identifying and isolating relevant features within the images. - Pattern Classification: Recognizing and categorizing patterns within the images,etc.. The explanation should be in English.

...time: approximately 5 minutes per slide, including questions from the project management team. MY INTENDED APPROACH: I will provide the text later as it will be in German language. The slides required are as follows: SLIDE 1 Slide 1: Status Overview with KPIs Title: Current Status - Test Management TEST OBJECTS: I will give you a list of 8 or 9 test objects along with its assciated risk classification. I leave it upto you if you want to list test objects as i have listed it below in tabular form or have some other creative idea or combine it with KPIs in a dashboard format: TESTOBJECT DESCRIPTION RISKCLASS ..... ........ ..... KPIs: I will also list you 7 to 8 KPIs for each of the test objects. Here i would need your creativity how you pres...

As a personal research project, I'm seeking a well-versed machine learning expert to write a concise paper, less than 9 pages, focused on using machine learning techniques Expectations: - A well-rounded understanding and discussion on the topic of machine learning. - The project needs to display depth of ...write a concise paper, less than 9 pages, focused on using machine learning techniques Expectations: - A well-rounded understanding and discussion on the topic of machine learning. - The project needs to display depth of knowledge in the topic, without going beyond 9 pages. Ideal Candidate: - Proficient in research and academic writing - Previous experience with machine learning, specifically unsupervised learning - Ability to explain complex concepts in a clear, underst...

I'm seeking an expert in computer science and CNN image processing for the publication of a paper. The focus will be on image classification techniques applied to medical imaging. Key Requirements: - Expertise in Convolutional Neural Networks (CNN) and image classification. - Experience in the field of medical imaging. - Strong research and academic writing skills. - Previous experience with paper publication is preferred. The ideal candidate would be able to develop innovative CNN-based image classification methods for medical imaging, potentially for applications like tumor detection or organ segmentation. Creativity and a deep understanding of CNNs and medical imaging are key to this project's success.