Image processing projects matlab freelance Jobs

I'm looking for a talented 3D artist capable of making a realistic image for an unspecified purpose. The style is very important to this project This is to be used as a brand element

Hello: We are currently seeking a highly motivated and skilled virtual assistant to join our team and manage our presence on various freelance platforms including Upwork, Freelancer, Freeup, and Workana. As our virtual assistant, your primary responsibility will be to bid on job offers tailored to each platform's audience, attract clients, and facilitate communication between our team and those potential clients. Responsibilities: 1. Bidding on Job Offers: Strategically bid on relevant projects by crafting compelling proposals that showcase our expertise, understanding of project requirements, and commitment to delivering exceptional results. Tailor each proposal to address the client's needs and demonstrate how our team can add value to their project. 2. Bid Ma...

...then in $ 2. Hosting – with WordPress. 3. License for plugin for multi vendor marketplace Resources will be made available on awarding the project – SSL certificate Content – Basic content like About us, Terms of Service, etc will be shared Theme – Need one of the best themes available online to be suggested by freelance designer Plug-ins – Invoice generation (Buyers and Sellers), CRM integration, SMS, Email, Whatsapp (OTP verification, promotion, etc) to be suggested by freelance designer for smooth functioning of marketplace APIs – Vendor validation with Aadhar, GSTIN, Bank Account (GSTIN name to match with Bank account). For buyers also looking for basic validation of mobile number and email id Payment gateway – Will be provi...

I'm experiencing an issue with the integration of Stripe on my web application. The technical problem at hand is that the application is charging the user's credit cards, however, those users are not being granted access to their respective accounts. Whether there's any specific user account management system in use or the technology stack on which the application was constru...ideally has: - Solid experience with Stripe API and handling common integration issues - Ability to identify, debug, and resolve problems in a system with unspecified user account management - Proficiency in working with various technology stacks given the lack of information on the exact one being used on the web app. The main goal here is to ensure seamless user experience and flawless payment pr...

I currently have an image in ppt format that requires some color alterations. Due to the specifics of the project, I need someone with considerable experience in digital image editing, especially with color modification in ppt format. The exact details of the color changes will be communicated post-hiring. Please make sure you detail your capacity to work with ppt images in your application and do not hesitate to highlight any previous similar work.

I am seeking a capable 3D designer to precisely mirror an image-based floor plan provided for my property. The scope of the project includes all the rooms and areas as depicted in the image. The elements included in the floor plan, such as furniture, should have a medium level of detail. They don't have to be overly intricate, but more than just basic shapes. It's essential that the final product closely resembles the image reference in terms of layout and elements. Ideal skills and experience: - Expertise in 3D design and floor planning - Proficiency in using 3D design softwares - Keen attention to detail in order to match the reference image - A portfolio showcasing previous similar work

I'm in need of an experienced Python developer to build a visual question answering system. Key project requirements include: 1. The system must be able to take in an image and a question and produce an explanation and answer for it. 2. I specifically chose Python as the preferred programming language for this project. Therefore, your proficiency in Python programming and related libraries is crucial. 3. The system should provide explanatory answers in text format. Your experience in Natural Language Processing (NLP) and building similar systems that generate written response will be highly regarded. 4. The dataset to be used for this is GQA-REX and VQA-E 5. Create a relationship between the answer and explanation to maintain consistency. 6. Training and testing shou...

...Description: We are seeking a talented freelance developer to create an innovative AI-powered software application that enables online shoppers to virtually try on clothing items from online retailers such as ASOS. This virtual try-on feature aims to revolutionize the online shopping experience by allowing users to upload a picture of themselves and instantly see how different clothing items would look on their own body. This project requires a blend of advanced image processing, AI/machine learning, and web development skills. Objective: Develop a user-friendly and accurate virtual try-on application that integrates seamlessly with online retail platforms, enhancing customer satisfaction and potentially increasing sales conversion rates. Key Features: User Ima...

I am looking for an experienced developer to build a sophisticated e-commerce platform that caters for both digital products and services. This platform will require: • A secure payment gateway capable of processing transactions. • Features such as a customer review system, real-time inventory management and an affiliate marketing system. The ideal developer for this project should have a solid background in ecommerce platforms and an understanding of digital product / service mechanism. Experience in integrating payment gateways and creating custom features such as review systems, inventory management, and affiliate marketing systems is essential. Your technical expertise should be complemented by a keen eye for user-friendly design and seamless site navigation. I loo...

I'm seeking a talented individual capable of removing an unwanted hand from an image and enhancing the photo with a keen eye for detail. The main goal is to raise the quality of the image through precision and balance. Major tasks include: - Removal of a hand from the photo holding the groom's right arm. - Image enhancement focused on color balance. Product expectations: - A clean, high-quality image with the hand successfully removed and no noticeable alterations. - A balanced, vibrant image where colors are evenly distributed across the spectrum resulting in a more appealing aesthetic. Ideal candidate qualifications: - Proven experience in photo editing and enhancement. - Exceptional skills in using different photo editing software tools. -...

I am in need of a professional who can create a bootable image using the most suitable version of Fedora. The image should incorporate a hypervisor and effectively initiate a Windows 10 virtual machine on a laptop with 4GB of RAM. In addition to this, I require the incorporation of a virtual switch and bridge so that any VM present can access the Internet through the wireless card or Ethernet port. The choice of the hypervisor should be guided by industry standards and the latest technologies. While I have listed KVM, VMware, and VirtualBox, I am open to alternatives as well should they prove to be a stronger match for my needs. Skills and Experience Required: • Creating bootable images • Working with Fedora and Windows 10 operating systems • Understanding ...

Job Title: BMI Machine Modification and Mobile App Development Description: We are looking for a freelancer to modify our existing BMI machine to make it wireless and develop a mobile application to display BMI results. Currently, the BMI machine consists of a weight scale, an HCSR-04 sensor for height measurement, a PCB for data processing, and a 16×2 LCD screen. The machine also features four push buttons for calibration. The goal is to replace the wired connections with wireless modules (e.g., Bluetooth or Wi-Fi) and develop a mobile app (Android/iOS) to receive and display BMI results. The freelancer will need to: Replace wired connections with wireless modules for weight scale, HCSR-04 sensor, push buttons, and PCB. Modify the PCB to interface with wireless modules. De...

I am looking for a freelancer named Khushbuu who can help me with a project that's currently not clearly defined. The exact goal, requirements, and platform compatibility are yet to be decided, and I'm open to discussing this upon hiring. The freelancer's skills, experience, and past work are significant, and our discussion will be based on that information. Ideal candidate features: - Creative thinker - Able to come up with detailed project proposals - Experienced and skilled in both web and mobile platforms - Evidence of relevant past work could boost your chances.

...graphical representation videos for our AI-based, Crypto website. As this website primarily serves as a platform for AI/Natural Language Processing projects in the crypto industry, we need graphical elements that will effectively visually articulate our project's objectives and identity. Key Responsibilities: - Create a distinctive 3D logo for our site. - Develop visually compelling video graphics that portray our project accurately. Ideal Skills & Experience: - Proficiency in 3D logo design. - Experience with AI/Crypto would undoubtedly give you the edge. - Extensive expertise in video graphic creation. - Familiarity with AI and Natural Language Processing. - Solid understanding of the Crypto industry. - Originality and creativity is a must, as we seek ...

I'm seeking an experienced SQL Developer with proficiency in Python or C++. This role involves creating an API key login system with basic features to my batch written software. The database system in use is MySQL, but if you want to change it we can talk over it. Your tasks will include: - Developing a secure API key login system - Conducting batch processing in MySQL environment Ideal candidates will have: - Proficiency in Python or C++ - Deep understanding of MySQL - Experience with creating basic API key login systems - Strong background in SQL development - Good knowledge in batch Please place your bid with examples of similar work done in the past.

...manual data transfer. Skills and Qualifications: Proven experience with AI and machine learning algorithms, especially in the context of data analysis. Expertise in backend development with knowledge of database management, preferably with experience in educational technology platforms. Strong understanding of data privacy laws and ethical considerations in AI. Familiarity with natural language processing for the AI call agent's development. Ability to write clean, maintainable code and documentation. Experience with user interface design is a plus. Excellent communication skills and the ability to work collaboratively in a team environment. Project Phases: Initial consultation to understand the specific needs of our platform. Development of the AI analysis module. Creatio...

I'm looking for an expert in signal transformation, specifically using Wavelet Analysis and Fourier Transform, to develop code that converts body temperature measurements into heart rate. The temperature readings are currently in csv files with multiple temperature readings over time. Looking for a code output in either R or Matlab (preferrably R). - Skills Needed: Proficiency with signal transformation techniques, specifically Wavelet Analysis and Fourier Transform. Experience in coding for research purposes is also desirable. Please only apply if you actually have the above skills required - not interested in applicants if they have another skill set.

...off discrepancies based on specific criteria. Reporting: - Generate reports in Excel format, including settlement reports and customized data analysis reports. - Utilize VLOOKUP formulas and other Excel functionalities to automate data processing and presentation. Required Skills: Strong expertise in Microsoft Power Automate Desktop RPA and SAP integration. Experience with financial data reconciliation and reporting. Proficiency in Excel and data manipulation techniques. Ability to understand and implement business logic for data processing. Excellent communication and problem-solving skills. Project Benefits: Increased efficiency and accuracy in financial processes. Reduced manual effort and time spent on repetitive tasks. Improved data consistency an...

I am looking for a skilled Flutter developer to help build a mobile app supporting both iOS and Android platforms. Key Features: - User authentication: The app requires a secure system for user login and registration. - Payment gateway integration: Payment processing should be streamlined and secure. - In-app messaging: Users should be able to communicate directly through the app. Skills and Experience: - Experience in Flutter development is a must. - Knowledge of cross-platform compatibility is necessary. - Proven experience with user authentication, payment gateways, and in-app messaging tools. - Strong understanding of performance testing and optimization techniques.

I am in need of a talented freelance writer in odia who can assist me in creating compelling blog articles and website content – with each piece consisting of more than 1000 words. Key tasks to be undertaken: - Assistance in finalizing a list of topics based on my initial ideas - Writing captivating blog articles - Creating high-quality website content Ideal skills and experience: - Excellent written communication skills - Proficiency in Odia - Attention to detail - Experience in content creation for blogs and websites - Ability to suggest and finalize relevant, engaging topics Your assistance in shaping our project's trajectory by channeling your creative juices into generating captivating content is exactly what we need. Let's create something great together...

I'm seeking an experienced Android developer to significantly update the current version (1.0) of my mobile recharge app. Key...Interface Redesign: I want the app's appearance and usability to be revamped for optimal user experience. - Payment Gateway Installation: The app currently lacks a payment integration. Adding this is a must for processing mobile recharges smoothly. The ideal candidate would possess strong skills in Android development, user interface design, updating app performance and setting up a payment gateway. Solid knowledge of the latest Android updates would be advantageous. Please note, this project does not involve iOS - the app is strictly Android based. Please include previous similar projects in your bid. I look forward to working with...

I'm looking for a talented app designer who can craft minimalist screens for my project. The core functionalities in focus are user registration/login and payment processing. Key Requirements: • User Registration/Login Screen Design: I want an intuitive and user-friendly design. Please prioritize ease of navigation and clarity. • Payment Processing Screen Design: The screens should make payment process efficient and straightforward for users. • Multilingual Support: The screens need to support multiple languages. Please, highlight your experience in designing multilingual apps. Ideal candidates will have a clean, modern, minimalist aesthetic in their portfolio. Exceptional attention to detail and a user-oriented design approach are highly sought-aft...

As an individual needing assistance in personal injury law, I am in need of specialized aid in the drafting of legal letters related to my case. Therefore, it would be ideal to find a freelance professional with: - An extensive background in personal injury law practice - Proven experience in drafting legal documents, particularly in the context of personal injury cases - Detailed knowledge of legal standards and terminologies for legal letters in the specified law area. You will be working closely with me, and therefore should have strong communication skills to easily navigate this professional relationship. Your tasks will almost solely centre around drafting legal letters, including the revision and polishing of drafts to end up with clear, concise and legally strong documents...

I am in search of a proficient Image Processing Expert who can skillfully handle python-based machine learning code within a GAN architecture. I intend to significantly enhance the quality of my project images through the application of advanced image processing techniques. Tasks & Responsibilities: * Handle and manage python-based machine learning code * Utilize GAN (Generative adversarial networks) architecture to process images * Augment, classify, and generate images as necessary Ideal Skills and Experience: * Proficiency in Python * Deep understanding of GANs * Substantial experience in machine learning & image processing Desired Outcome: The ultimate goal of this project is to significantly enhance the quality of the processed im...

...retail and manufacturing sectors. The software should natively include capabilities for: - Inventory Management: Tracking of assets, quantities, and location in a seamless manner. - Employee Management: Tools for managing workforce personnel details, their performance and routines. - Sales Tracking: Must-have feature to monitor sales trends and statistics. - Billing and Ordering: Efficient order processing, billing, and invoice capabilities are required. - Manufacturing: Should include functionality to manage production processes. - Marketing: Provision for promotional activities and customer engagement initiatives. This software is expected to operate on a web-based platform, thus maintainable and accessible by synchronizing with cloud storage, is necessary. Experience in buil...

Description: We are looking for web & app designers to help test a product that helps designers find illustrations. You will be required to use our illustrations in a realistic scenario and give us feedback about your experience. You wi...our platform while you are using it to find illustrations - You will receive a payment reward of up to $100 USD once the project is launched in public. We are also open to consider different forms of payments, incl. hiring you on a regular basis for repeated work. Expectations: - You are a web or app designer who regularly gets hired for projects through Upwork or other platforms - You are willing and able to use our platform while working on your projects - You are able to provide detailed feedback about our platform Please reach o...

For this project, I'm looking for someone with specific skills in Adobe Illustrator and V-Ray rendering software. The task is to take the image elements from Illustrator to V-Ray, ensuring the entire transition maintains the highest level of detail retention. Key Requirements: - Proven proficiency in Adobe Illustrator and V-Ray - Ability to make appropriate lighting adjustments, material modifications, and camera positioning to enhance the quality of the render - Special attention to detail retention during the transition Finally, I expect a smooth, efficient working relationship with open communication and updates on project progress. Hence, the applicant must have good communication skills and meet the deadlines as agreed upon.

...for each type in the application) to record the movement of the papers. • Create a virtual neural network for computer vision, machine learning and AI algorithms - Able to detect the score and color of the paper with high accuracy. - Statistics on the score and color of each piece of paper, notified on the phone's lock screen. P/s: This is a complex project that requires advanced skills in image processing and machine learning. The higher the accuracy, the higher your chances of getting this project....

...like the server to be compatible with DVB-C and DVB-S2 broadcast standards, as these will be deliverables from our source. Ideal skills for this project are a deep understanding of broadcasting servers, experiencing with MPEG-TS coding format, familiarity with DVB-T2, DVB-C and DVB-S2 broadcast standards, and a knack for problem-solving and innovative thinking. Understanding of audio stream processing and solid software engineering skills are an additional plus for this project. The server should be placed in the SERVER CENTER to be connected by multiple studios delivering their content of their RADIO STATIONS to us.... we just create one STANDARD MPEG-TS mux out of it and forward it to specific hardware of countrywide distributed DVB-C modulators ... to be generating RF-based...

As a client with a challenging task at hand, I urgently need an engineer who is proficient in MATLAB and fluid mechanics. My requirement is specifically in solving graduate-level differential equations numerically. Ideal Candidate: - Proficient in MATLAB programming - Deep understanding in Fluid Mechanics - Strong skills in solving differential equations numerically at a graduate level The successful candidate needs to be familiar with various numeric solutions to differential equations given that I haven't settled on a particular method. This includes but is not limited to, Finite difference methods, Finite element methods, and Runge-Kutta methods. A comprehensive understanding and flexibility in these numerical methods will aid in the successful completion of the...

I am seeking a Stripe Node.js developer who has specialized skills in integrating Stripe terminal readers. Your profound understanding and extensive experience in the following areas will be paramount to the successful completion of this project: - Stripe terminal reader integration: Your primary task will be to ensure that the terminal reader hardware ...with Stripe's APIs. - Register new readers: You should be well-versed in setting up new terminal readers to read card data and process payments. - Manage multiple terminal readers: As I will frequently be working with several terminal readers, it is essential that you have experience managing multiple devices at once. If you are an expert at creating seamless, secure, and efficient payment processing systems, I look forwa...

I am looking for experienced freelancers with versatile skills to potentially help develop a project. The name of the project, 'Thắng hoàng,' doesn't give much away, so your flexibility and adaptability to a variety of project requirements is key! The specifics of the project requirement will be disclosed once a freelance professional is selected. Showcase your prowess in website creation, logo designing, mobile app development, user registration implementations, online payment systems, social media integration and more. We are targeting a wide range audience from the general public, to business professionals and teenagers alike. I cannot wait to explore what your diversified skill set can bring to the 'Thắng hoàng' project.

We're looking for freelance promoters to spread the word about our premium playpens and earn commissions for each sale generated. If you're passionate about baby products and have a knack for marketing, this is the perfect opportunity for you! Join our team, promote our playpens through your online channels, and start earning today. Apply now and be part of our affiliate program!

We are seeking a highly creative and skilled graphic designer to join us in a long-term freelance partnership. Our projects vary widely and include web design, branding, digital marketing materials, and much more. The ideal candidate will have a strong portfolio showcasing a wide range of design skills and styles, and a passion for creative problem-solving.

I'm looking for a talented individual adept in Photoshop, especially in image manipulation involving adding or removing elements from images. While the specific style is not yet chosen, your creative input and recommendations will be appreciated. Ideally, you should have a strong portfolio of similar works. Skills and experience in graphic design and photo retouching are a plus.

... User Side 1. Account Management • Sign-up/Login: Secure authentication (email/password or OAuth). • Profile Management: Edit profile details, view tournament participation history. 2. Tournament Interaction • Browse/Search Tournaments: View available tournaments with filters. • Tournament Registration: Sign up for tournaments, including team registration and payment processing. • Team Management: Create teams, invite/remove members. 3. Match Participation • Match Scheduling: View upcoming matches, with date and time. • Live Updates: Receive real-time updates on match statuses and results. 4. Communication • Notifications: Email/SMS alerts for tournament updates, match schedules. Admin Side 1. Tournament Management • ...

...accurately detect humans and vehicles from a series of user-uploaded images. Key requirements: - Capable of detecting both humans and vehicles with high-accuracy - Have strong experience in computer vision, machine learning, and AI algorithms - Expertise in working with user-originated image inputs In addition to these, the ability to create robust and efficient models that can handle a large amount of data would be beneficial. This is an intricate project requiring advanced skills in image processing and machine learning. The better the accuracy, the higher the chance you will land this project. I more so need to detect vehicles. Humans/pedestrians can be a later input. I need to be able to keep a count of the cars that drive over a certain spot. I have used ...

I'm in need of a proficient developer who can build a conversion app from scratch. The app should be designed to convert images and PDFs into editable Word documents, maintaining a high translation standard. Key requirements: - The app must be Windows compatible. - It should support the conversion of text in multiple languages - It does not need to save the converted documents in the cloud. Ideal skill set: - Experience in developing similar conversion tools. - Strong knowledge of programming for Windows apps. - Understanding of multiple language conversion algorithms. - Capable of delivering high-quality results with a quick turnaround time.

I need a creative expert in the field of image editing and animation to work on my cartoon-style images. These images are of biblical characters, ultimately intended for video content on YouTube. Your role will involve: - Editing to add subtle motion effects, based on a classic cartoon style animation. This involves intricate creativity and understanding of static to dynamic image conversion. - Cleaning up the cartoons by removing unwanted images. This requires keen attention to detail and being adept at outlining and masking techniques. Relevant skills and experience: - Proficiency in graphic designing and image editing - Knowledge of animation, especially classic cartoon style - Prior experience with similar projects is a plus Looking for someone to work...

Looking for Ai Expert having good expertise in preparing data able to build model from prepration data to training.

Need to create Illustration of 2 characters from the attached Photo Mascots and signs are the most important part. Background does not need to be very detailed I need the image to be created similar like that style example write "Thank you" in your bid if you can do this work

Requiero especialista con conocimientos de herramientas como Phyton, con biblioteca como Panda, NunPy, Scipy, software estadísticos como R y SQL para crear Un progra...biblioteca como Panda, NunPy, Scipy, software estadísticos como R y SQL para crear Un programa que me de resultados estadísticos de 100.000.000 de item con cada item que puede incluir hasta 100 variables. Este programa debe ser capaz de manejar grandes conjuntos de datos y realizar análisis estadísticos complejos. El Freelance seleccionado debe estar en capacidad de sugerir y recomendar equipos necesarios para el manejo y procesamiento de esta información. La selección del Freelance se hará luego de 30 días de estudiar postulaciones. Requisito adici...

Job Summary: We are seeking a talented and creative freelance artist to create photorealistic images of our non-alcoholic beer product. The artist will be responsible for developing three label variations and presenting them on 7.50z (approximately 222ml) cans in a way that is not only realistic but also appealing and ready for advertising purposes. Key Responsibilities: - Collaborate with our marketing team to understand the vision and requirements for the non-alcoholic beer labels and advertising campaign. - Design three distinct label variations for the 7.5oz can, ensuring each design aligns with our brand identity and appeals to our target audience. - Create high-quality, photorealistic renderings of the cans with the labels applied, making sure the images are suitable for use ...

I'm searching for an experienced Matlab Simulink professional who can assist me in advancing my Mars Rover simulation project. I've put the initial framework in place, but need guidance to augment different components. • Implementing kinematic and dynamic analysis - This aspect is crucial to the project's success, thus detailed experience in performing these tasks will be particularly beneficial. • Setting up the Mars terrain in the simulation - flat terrain and uneven terrain • Simplifying Kinematics and dynamics - The goal is to be able to perform basic level simplifications in kinematics and dynamics trajectories for easy analysis and comprehension, making your expertise in simplification strategies highly advantageous. The ideal freelancer for ...

I am in need of a freelancer who can proficiently handle my project. This project involves piecing...freelancer who can proficiently handle my project. This project involves piecing together mixed PDFs (text and image-based) into a coherent, single scalable vector image. Since I have not requested any specific image enhancement features like color correction, sharpening or retouching services, the ideal freelancer for this work should be well-versed in handling mixed format PDFs and vector imaging. Furthermore, the timeline is pretty flexible with no tight deadlines. Your innate understanding of image composition will be a significant advantage throughout this task. Remember, your primary role will be the alignment and assembly of different PDF elements to deliv...

...business, optimized for PDF or image files. Here are the details of what I am looking for: - The AI should precisely scan and interpret details such as the Invoice number and date, Products/services (which is always a shipment number) and their prices, Vendor information, and total amount from the invoices. - The AI then needs to input this data into QuickBooks accurately and efficiently. - The tool should minimize any chances of data transcription errors. -The tool should use the information from the invoices to enter bills into Accounts Payable on Quickbooks, and to create new Accounts Receivable invoices with a 10% markup on each line item. The ideal freelancer for this project would be someone with experience in QuickBooks, AI development, image processing, a...

...freelancer with strong skills in Matlab, simulation design, and algorithm development to design an intermediate level navigation algorithm for a Mars Rover simulation. Detailed requirements are: - The simulation should focus on navigating flat terrains, uneven terrains - The navigation should include intermediate path planning, capable of accurately plotting a course through the simulated terrain - Past experience or knowledge on developing remote control interfaces would also be appreciated, but not necessary Kinematics and dynamics -Trajectories Your experience in simulating robotics or vehicle movement in dynamic environments will be a strong advantage. Ideal candidates for this project should possess the following: - In-depth knowledge and experience with Matlab, Si...

This is job is only available for the of Bangladesh.. We are seeking a talented freelance web designer/developer to create a custom template for our existing website, While we admire the design and layout of , we are looking for a unique template that aligns with our brand identity and specific requirements. We need Following templates to be design in our site: Home Engagement Models Solutions Expertise Technology Expertise All Technologies All Software Developers Developer Skill Recruitment Clients About Contact Outsourcing Handbook Why Outsource Why Nearshore Insights

background processing functionality for mapping process (transcription, mapping on server and store in DB corresponding to the user who submitted the request; work one whole book transcription process bcz if we get whole audio book's transcription and get each segement's text so it will be easy for the system to find the result and send to the client side All these process will be in Queue to efficiently use system resources and no process will be killed due to low memory

I need a skilled developer to build a basic photo editor using Android Studio. The application needs to ha...application needs to have core features: - Filters: Add various filters to enhance the look of the images. - Crop/Resize: Allow users to change the dimensions of their photos easily. - Text Overlay: Enable users to add texts to their photos. The supported format for image uploading should be JPEG. Furthermore, the application needs to have a feature for user registration and login, ensuring a personalized experience for every user. The ideal freelancer for this project should have a strong background in Android Studio and graphics processing techniques, with proven experience in developing photo editing apps. Care about user interface and user experience would also...