...issues and inquiries. 2.22 Feedback System Add a ticket system: Users can submit tickets to provide feedback or report violations, and admins can review and address these tickets in the admin panel. 2.23 Other API Integrations Add integration of other APIs: Integrate a background removal API. Integrate an SMS verification API. Integrate a Google search engine API. 2.24 Membership Classification Add a user classification feature: Categorize users into regular users, member users, and custom users. Allow filtering based on these categories to manage users more efficiently. 3. Project Development Requirements This project only requires the completion of: 2.1, 2.2, 2.4, 2.5, 2.6, 2.7, 2.8, 2.12, 2.19, 2.20, 2.21, 2.22. Programming Language: Golang Functionality: Ensure all...
Hotel customers using a membership card management system , a need to develop alternatives to achieve full functionality. Features include : And existing interfaces hotel room sales management system ( call each webservice form , with the other engineers do ) ; Membership card classification management , distribution , auditing , enable, payment and other packaging ; Corresponding financial statements , business reports ; Query function ; ( Detailed function menu , see Annex photo ) Claim: We had a similar successful projects ; Autonomously communicate with customers , to explore the details of the demand ; Hotels need to travel to the customer site commissioning and implementation of the ( secondary cities in Sichuan Province ) ; Familiar with business processes ...
I'm seeking a professional for comprehensive data labeling tasks involving both images and text. The primary goal of this project is to prepare this labeled data for training a machine learning model. Key Responsibilities: - Labeling both image and text data - Classifying images into various categories Ideal Skills: - Extensive experience in data labeling - Proficiency in image classification - Knowledge and understanding of machine learning model training This task is crucial for the development of a robust machine learning model. Your attention to detail and understanding of the labeling requirements will be key to the project's success.
I am seeking a Python expert with strong data analysis skills to assist with my scientific data project. Specific tasks include data cleaning, conducting statistical analyses, visualizing results, and comparing different models. Ideal freelancer should: - Be proficient in Python, particularly with libraries useful for data analysis such as numpy, matplotlib, seaborn, and scikit-learn. -...particularly with libraries useful for data analysis such as numpy, matplotlib, seaborn, and scikit-learn. - Have experience with scientific data. - Be capable of performing data cleaning, statistical analysis and model comparison. - Have a strong skill set in data visualization. - Be able to deliver clear and comprehensible visualizations of complex data sets. - familiar with regression and classifi...
I'm looking for a Python script to manage Virtual Credit Cards (VCCs) using the Revolut Business API. The script should be able to create VCCs, retrieve transactions, and classify them. Key Requirements: - The script needs to be compatible with Windows as it will be executed on a desktop application. - It should be executed as a de...d Key Requirements: - The script needs to be compatible with Windows as it will be executed on a desktop application. - It should be executed as a desktop application, not through command line or as a web application. Ideal Skills: - Proficient in Python and familiar with the Revolut Business API. - Experience in developing desktop applications for Windows. - Skills in data retrieval and classification.
I have a 30 GB .DAT file containing binary data that needs to be processed and classified using a Convolutional Neural Network (CNN). The output from the model should be classification labels. Ideal candidates for this project should have: - Proficient experience in machine learning, specifically with CNNs - Ability to handle and process large datasets - Familiarity with .DAT and binary data - Skills in data preprocessing and feature extraction - Experience in delivering classification labels from a trained model Your expertise in these areas will be key to the successful completion of this project.
...methods or techniques to efficiently solve a research problem, which helps the reader to assess the validity and reliability of the study. Research methodology constitutes of: Research Design: Descriptive, Conclusive, Causal or Exploratory Sampling Technique: Probability or Non-Probability Data Collection: Tools used for data collection( for eg: questionnaire, survey, etc) Data Preparation: Classification and Tabulation of data Data Analysis: Hypotheses Testing (e) Results(theoretical or empirical) The findings of the study are to be summarized as: Data interpretation: Interpret and elaborate findings of the research Recommendation: Suggestions based on critical analysis of the results. (f) Implications of theory and practice The total size of the project document should not ex...
Bonjour , je souhaite créer un logo pour une entreprise de diagnostic immobilier. l'idée serait de s'inspirer du logo du dpe pour la classification énergétique des logements. Le nom de l'entreprise de diagnostic immobilier est : proxidiag. C'est une entreprise de proximité qui se déplace en clientèle sur bordeaux , sa métropole et plus généralement en gironde.
...notifications). Integration with third-party APIs for visa requirements. 1.3 Backend Development The backend will act as the core of the system, connecting the website, admin panel, and mobile applications. Key Features: Robust API development for seamless integration. Scalable architecture to handle high traffic. Secure data storage with encryption and GDPR compliance. AI modules for: Document classification and verification. Fraud detection using machine learning algorithms. Predictive analytics for application processing times. Integration with external visa services APIs. 1.4 Mobile Applications The mobile applications will mirror the website's functionalities, optimized for iOS and Android platforms, offering users a seamless experience on the go. Key Fea...
...Development: Architecture: Design and implement an RNN-T architecture suitable for nested entity recognition, potentially incorporating: Encoder: Bidirectional LSTMs or GRUs for capturing contextual information. Prediction Network: A connectionist temporal classification (CTC) or similar approach for joint acoustic and language modeling. Attention Mechanisms: To improve focus on relevant parts of the input sequence. Training: Train the model using an appropriate optimization algorithm (e.g., Adam) and loss function (e.g., Connectionist Temporal Classification loss). Hyperparameter Tuning: Conduct thorough hyperparameter tuning (e.g., learning rate, dropout rate, hidden layer sizes) to optimize model performance. Evaluation: Metrics: Evaluate model performance using releva...
...and improving trial efficiency. Approach Data Collection: Utilize a dataset of clinical trials, including trial status, phases, conditions, demographics, and other relevant features. Feature Engineering: Extract and create new features such as trial length, condition count, and trial phases. Handle missing data and ensure consistency in feature representation. Model Development: Implement classification models such as Random Forest, XGBoost etc to predict trial outcomes. Use SHAP and LIME for model interpretability to understand feature importance and predictions. Evaluation: Evaluate model performance using metrics like accuracy, precision, recall, and F1-score. Conduct cross-validation to ensure robust results. Expected Outcome The AI model will predict the likely outcome of ...
We are a management co...AI models (e.g., for natural language processing, data analysis, sentiment analysis) within the application. Research Functionality: Develop functions for: Keyword-based searches and filtering across multiple data sources. Generating concise summaries of research findings using natural language processing models. Identifying and categorizing relevant information with the help of AI-powered classification models. Analyzing financial data and identifying trends using specialized AI models. Assessing risk levels based on the combined output of multiple/single AI models. Deliverables: Fully functional web application with all required features. Comprehensive documentation, including user manuals and technical specifications. Source code and any necessary proj...
...intervals. Implement error handling and ensure the accuracy of data extraction and analysis. Deliverables: A fully functional system that: Monitors Telegram for order and L1-related updates. Extracts and processes data from PDFs and websites. Analyzes the significance of updates using AI. Sends timely notifications for significant orders or L1 announcements. A trained AI model tailored for text classification and significance analysis. Modular source code with clear documentation. Deployment and testing support to ensure the system functions smoothly. Requirements: Experience in building automation systems for processing Telegram notifications. Strong understanding of AI-based decision-making systems. Ability to extract data from PDFs and websites efficiently. Knowledge of financ...
I'm seeking a Python expert to develop custom SDK flows for HyperScience. The primary task will be focused on data extraction and processing from forms. Ideal candidates should be: - Proficient in Python - Experienced with HyperScience SDK - Skilled in data extraction and processing - Able to understand and navigate form-based documents Please note, the project does not involve document classification or workflow automation, but these skills may be beneficial.
I'm currently working on a pressing machine learning task involving a binary classification problem with a clinical trial dataset. The specific outcome to predict is the trial status, determining whether the trial is completed or not completed. - Dataset: The dataset is publicly available and has already undergone preliminary data cleaning. - Urgency: This is an urgent task and timely delivery will be appreciated. Ideal candidates for this project would be those with strong skills in machine learning, particularly in binary classification, and experience with clinical trial datasets. I am open to suggestions on further preprocessing steps or methodologies, but the initial data cleaning has been completed.
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 run a report by selecting a classifications from a pop-up menu of various classifications, such as bullion, burnished, mint state, varieties and pedigrees. Each coin can have several different classifications, shown in several pop up fields in the main table. - 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 experie...
I'm in need of a person to create an Excel...Artist - Song Title - Record Label (exact wording) - Catalogue Number (if applicable on disk) - Genre (basic classification e.g., Jazz, Blues) - Unique Identifiers (full transcriptions of labels) - Any other information found on each photo - Condensed size version of each photo The ideal candidate for this project should have previous experience with data entry and basic music cataloguing. Being able to accurately transcribe and classify information from the images is crucial. . Please be mindful that your bid reflects your capability to handle this level of detail and your familiarity with Excel. Two images as examples are attached, all the images are similar to the below. An example of the first 16 is included in the attac...
I have a...dataset containing match results and player statistics, and I need a machine learning expert to help me build a model that predicts match outcomes to enhance betting strategies. Key Responsibilities: - Collaborate with me to create a predictive model using classification algorithms. - Provide mentorship and clear explanations of the techniques and methods used. - Utilize your football knowledge to enhance the model's accuracy and effectiveness. Ideal Candidate: - Extensive expertise in machine learning, particularly with classification algorithms - Strong football (soccer) knowledge (nice-to-have but not a must-have) - Excellent communication skills for teaching and brainstorming sessions - Able to provide insights and suggestions to improve the model and t...
Topic: Development and Implementation of a Graph Isomorphism Recognition Algorithm 1. Develop an algorithm and a desktop program to establish the isomorphism of two given graphs using the exhaustive search method. 2. Create a demonstration and testing program that solves the following tasks: The classification task for a given set of graphs. The classification task for the vertices of a given graph. The classification task for the edges of a given graph. 3. Conduct a study on the computational efficiency of the developed graph isomorphism recognition algorithm. 4. Develop an intuitive, user-friendly interface. The task assumes the use of the C++ programming language and an integrated development environment such as Borland C++ or Microsoft Visual C++.
... The following tasks are required in the coursework. (1) Implement exploratory data analysis and gain an understanding of the data set and its features. These concepts will be covered as part of the module content. 2) Implement cluster analysis and understand the characteristics of developers in each cluster. 3) Implement classification and build machine learning models for predicting whether a developer is in high income (compensation) based on developers’ information. Note: for developers in this data set, low compensation is defined as annual compensation less than $55,000, otherwise, as high compensation. The compensation is provided in different denominations based on the developer’s location. However, the converted value
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.
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 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 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...
This is for a food catering service. Looking at the logo should evoke a craving and create an irresistible urge to order the food. I want the logo to look very similar to the example provided. The main difference is that instead of "YummyPella," it needs to say "YummyPaella" with an "a" between P and e. Maintain the current look and feel. Additionally, create a version of the logo that includes only the letter "Y" and the shrimp on top. The deliverables include both logos in HD, in photoshop with layers and a version in black and another in white.
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.
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...
...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...
...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.
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...
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 ...
