Preprocessing for image classification by convolutional neural networks işler

...dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting duru...

Merhaba Songül Hocam, bir matlab image process taskı için yardıma ihtiyacım var. 5 aşamadan oluşan giriş seviyesinde. Konuyu taskı anlayarak ilerletmek istiyorum. Eğer ilgilenirseniz detay PDF'ini iletebilirim. Saygılarımla, Muzaffer Can

bazı mimarilerde yazılmış kod bloğuna sahibim. Bunu istediğim 3 mimariye çevirmek istiyorum. Bunlar ResNet,R2U_Net (Recurrent residual convolutional neural network based on u-net) ve CBAM (convolutional block attention module).

...klasör verilmiş çiçek fotoğrafları var. Amacımız machine learning teknikleriyle programı eğitmek ve verdiğimiz fotoğrafı doğru tanımlamasını sağlamak. Kabaca bu şekilde yardımcı olabilecek kişilere daha da detay verebilirim. ------------------------------------------------------------------------------------------------------------------------ Hello there, Udacity training has been completed by the company for my name, but I cannot spare the time, so I give this job in order not to report negatively. In the project, there are flower photos that have been given us a folder. Our goal is to train the program with machine learning techniques and to ensure that it accurately identifies the photo we provide. Roughly, I can give more detail to those who can...

Envato marketten aldığım bu scriptin kurulumu yaptırılacaktır. script: üyelerin facebook sayfalarında toplu paylaşım planlaması yaptırmaktadır. Teklif vermeden önce buradaki demoda üyelik açıp ona göre teklif verin, kuramıyacak olanların teklif vermemesini rica ediyorum. demo: işi ne kadar sürede tamamlarsınız? ücret ne olur?

Bir a 4 kagidin uzerinde her Birinin boyutu yaklasik 1 mm lik (pirince benzer ) tanelerden binlercesi karisik renklerden bulunmaktadir program bu a 4 kagiti Kamera ile tarayip her bir kagidin uzerindeki taneleri boyut ve renklerine gore bildirecek

elimde 2 adet pcba var ve bunların sematik cizimini istiyorum.

opencart product image loader module and pictures adding web site Merhaba Mohamed Farook R., profilinizi fark ettim ve size projemi teklif etmek isterim. İstediğiniz ayrıntıyı sohbet üzerinden tartışabiliriz.

saniyede 2 adet metal parça üreten bir makineye kamera ve rasberry pi bağlantısı yapacağız. Üretilecek ilk doğru parçanın resmini çekeceğiz. Buna SET işlemi diyelim, bu esnada çekilen fotoğrafa da referans fotoğraf diyelim. Üretim boyunca parçaların fotoğrafları çekilecek ve bu parçalar referans resimle aynı mı değilmi, ufak farklılıkların dahi tespit edilebilmesi gerekiyor. Program true yada false cevabı verecek. Parçalar farklı simetrilerde veya farklı açılarda gelebilir. Program bu farklılıkları da göz önüne alarak doğru bir kontrol yapacak.

Konu başlıklarına göre RSS kaynaklardan yazarların makaleleri çekilip veri tabanında saklanacak. Sonra konularına göre sözlük oluşturulup classification fonksiyonları eğitilecek. sonra yeni makalelerin hangi konuda olduğunu anlayacak bir uygulama yapılacak Uygulama PYTHON da yapılmalı. Acilen tekliflerinizi bekliyorum.

I am in need of a dedicated remote consultant who can help improve the performance of our large scale or multi-site network, while also enhancing our organisation's data protection. Key Tasks: - Ensure the network is optimized for fast and efficient performance - Implement improvements to the network that will result in better data protection - Provide consultancy on how we can streamline our IT operations Ideal Consultant: - Expert in network security and IT infrastructure - Proven experience in improving network performance for large scale or multi-site networks - Understanding of the best methods to enhance data protection - Ability to provide strategic advice on streamlining IT operations Please only apply if you have a strong background in network securit...

I require a professional freelancer with proficiency in handling graphic designs, specifically images, and adept in working with PDF files. Their task involves standardizing the size and format of my already existing images. Essential skills and experience required: - Proficient in PDF format - Proven record in image editing - Familiarity in standardizing image size and format - Attention to detail for ensuring consistency across all images. Please bid accordingly, taking into consideration the specific nature of this project.

I'm in need of a Candid PNG Image of a Politician for social media purposes. The task details are as follows: - **Image Requirements**: The image must be a candid shot, with no artificial poses, and should have the background removed. - **Format**: The final image should be delivered in PNG format. I'm looking for a professional who can deliver high-quality work and capture the essence of the subject in a candid manner. A background in portrait photography or image editing would be a plus. A friend is running for the mayor's office in Focșani, Romania as a candidate. He has very slim chances, but I thought to ask for your help to create some nice banners for his Facebook/social media profile. foto ...

I'm on the hunt for an expert in image scanning and book identification. I've got a stockpile of photographs of multiple books packed into one image. All book titles are conveniently written in English. Here's exactly what I expect: - Efficient identification and listing of all book titles visible in the pictures. - Deliver consistently accurate results, regardless of the volume of books in each image. - Ability to handle high-resolution images without compromising on speed and precision. If your skill set includes experience in image scanning, analysis, or a capable background in photographic interpretation, then this project is for you. Prior experience in related projects dealing with book identification or any relevant literatu...

I am looking for a statistical analysis expert who can help me with descriptive statistics using Python. The dataset size for this project is small, with less than 1,000 records. Skills and Experience: - Strong knowledge and experience in statistical analysis and descriptive statistics - Proficiency in Python for data analysis and visualization - Familiarity with handling small datasets and performing data cleaning and preprocessing - Ability to interpret and communicate statistical findings effectively

I am looking for an expert to set up an open-source Stable Diffusion with a Web GUI on AWS for AI image and video generation. The system will be developed with a focus on real-time processing. Notably, the Generative Adversarial Networks (GAN) ML model will be used. Essential Skills: - Proficiency in Python - Solid understanding and experience with AI, specifically GAN - Familiarity with AWS - Experience in ML - Good understanding of the Web and how to set up GUI - Knowledge in node js is desirable Mission: - Select and set up the appropriate AWS instance for the system - Ensure the system is capable of real-time AI image/video generation, utilizing GANs - All operations should be manageable through a Web GUI Please bid only if you have satisfie...

I'm seeking a proficient data analyst experienced in both R and Stata for a large-scale data cleanup and analysis. Key tasks include: - Cleaning and preprocessing a dataset of over 10,000 records - Comprehensive descriptive statistics overview for initial insight - Detailed hypothesis testing to validate or negate proposed theories - Regression analysis for predictive modeling Skills and Experience: - Expertise in R and Stata programming languages - Strong background in biostatistics - Proven track record of handling large data sets - Attention to detail for accurate data cleaning - Experience in hypothesis testing and regression analysis. -Report writing and data interpretation The quality of analysis is essential, attention to detail and accu...

I am looking for a skilled developer to work on a software project. This project will focus on blockchain technology and the integration of various crypto-currencies. Main responsibilities: 1) The software can perform USDT flashing, as well as USDT or BTC flashing must be transferable from/to unlimited wallets with blockchain confirmations is appreciated (binance, trust, blockchaine, coinbase, luno, cropty, kraken ,etc.......... ) since it flashes USDT or BTC, it must be visible in the USDT or BTC wallet address for 365 days. There will be no transaction fees when sending "flash USDT/BTC" to "usdt wallet" "btc wallet" as there will be no confirmation. There will be no limitation on daily USD transfers. It cannot be considered as a false transa...

I'm on the lookout for a specialist who brings proficiency in both ASHLAR and MIST to the table. Your main objective will be: - Create a small demo App using VB.NET to illustrate implementation of both Ashlar and Microscopy Image Stitching Tool. You're free to employ placeholder images or your own sample images. It's essential that you're adept at using ASHLAR and MIST for seamless task execution. Your bid should evidence your understanding and experience in these software along with VB.NET. Ready to use explanation are available on various sites : Purpose is to understand and learn these two techniques, in VB.NET. It is quite possible that we may find

...strategies of sensor networks in cybersecurity. However, the twist here is, the information needs to be broken down to a level that non-technical decision-makers can understand. More details about time frame and milestones will be discussed in the chat window. - The freelancer should have: - Deep knowledge and understanding of cybersecurity and sensor networks. - Strong technical writing skills, with proven ability to simplify complex concepts. - Experience in communicating technical ideas to non-technical audience. - The report should include: - An easy-to-understand exploration of sensor networks. - The role they play in cybersecurity. - Potential vulnerabilities of sensor networks. - Possible mitigation strategies. ...

My primary concern with our current SEO blogs is rampant misspelling. This error predominantly appears within the body of the posts, which brings about a negative image for the company. I want all the blogs about our company created by the seo hire taken down. Her work has made us look so bad. At the time I didn't know of these things now we are finding they are all over Google first searches and just need taken down

I am a business owner looking to establish a strong online presence. I'm in the market for an e-commerce website specifically aimed at selling my products. Key features required: - The main feature I need is a robust product catalog. My potential customers should be able to easily browse through my products. Inventory Classification: - The catalog needs to be sorted by price, therefore the ability to effectively categorize products by price is crucial. Ideal Freelancer: - An experienced website developer with a portfolio showcasing previous e-commerce projects. - Proficient with incorporating shopping platforms into a site. - Ability to make an easy-to-navigate product catalog. I need a smooth, hassle-free website that is easy to navigate and cater...

I'...classifier and Hybrid stacking models. The ideal candidate should have a strong background in these models to help develop a completely new approach for my project. Key requirements for this role include: - Expertise in classification models, especially Stacking classifier and Hybrid stacking - Strong experience in data mining and methodology development - Proven track record of combining insights from multiple studies - Ability to write a comprehensive literature review and identify gaps in existing studies Your role will be crucial in not only improving the problem statement and objectives but also crafting a methodology that's well-supported by existing literature. The aim is to create a project that's not only comprehensive but also in...

...testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn), and machine learning (including Sciki...

We are looking for someone to take a T-Shirt mockup from a supplier and make a Photoshop action the shirt transparent so it can be used in an online customiser with the background colour set. This should retain highlights and shadows, and work correctly to show the correct colour through when any colour is set as the background. You can see an example of how this should work in the attached files (we have original and completed files). Any queries please ask.

Concept : An AI-driven social platform where users help each other achieve their aspirations through AI-generated tasks. Workflow 1. User: Sign up, add friends, and post dreams. 2. AI Analysis: A ChatGPT-like AI analyzes the dreams. 3. Scena...generates scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model). - User Interaction: Users interact with the platform through agreements to tasks, which triggers subsequent actions. - Adaptability: The system dynamically adjusts scenarios based on user participation. - Scalability Designed to handle an unlimited user base, including extended networks. The platform's goal is to use AI to translate individual aspirations into collaborative, real-world interactions that foster happiness...

Concept : An AI-driven social platform where users help each other achieve their aspirations through AI-generated tasks. Workflow 1. **Users**: Sign up, add friends, and post dreams. 2. **AI Analysis**: A ChatGPT-like AI analyzes the drea...scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model). - **User Interaction**: Users interact with the platform through agreements to tasks, which triggers subsequent actions. - **Adaptability**: The system dynamically adjusts scenarios based on user participation. - **Scalability**: Designed to handle an unlimited user base, including extended networks. The platform's goal is to use AI to translate individual aspirations into collaborative, real-world interactions that foster happiness...

For this project, I need a capable developer to transform an image into a fully-interactive React.js design. The main goal is to render dynamic content, enhancing the user experience on my website. We should taken care of mobile responsiveness also. Ideal Developer Attributes: - Proficiency in React.js - Experience in converting static images into dynamic, fully interactive elements - Capacity to handle tasks with urgency What Needs to be Done: - Convert a provided image into a React.js design - Ensure that all parts of the new design are interactive - Complete the project as soon as possible Communication will be critical within this project, and I will appreciate timely updates. Your role will be decisive in the enhancement of my website's interactive ...

I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.

I'm in need of a highly skilled MATLAB professional to extract edge data from color profiled JPEG images. Specific edge information is essential for my project so your strong background in image processing is vital. You should be proficient in working with JPEG formats, and extracting edge data specifically. Key responsibilities: - Edge data extraction from color profiled JPEG images - Proficient use of MATLAB for data extraction and re-plotting purposes. Ideal experience: - High proficiency in MATLAB - Detailed understanding of JPEG image formatting - Image processing with a focus on edge data extraction.

I'm in need of a skilled logo designer to create a logo that combines text and icon elements, representing creativity and innovation. The logo will be used primarily on my website and product packaging. Ideal Skills and Experience: - Pr...create a logo that combines text and icon elements, representing creativity and innovation. The logo will be used primarily on my website and product packaging. Ideal Skills and Experience: - Proven experience in designing combination text and icon logos - A strong portfolio that showcases creativity and innovation - Understanding of branding and how logos can represent certain values I'm looking for a clean, professional and unique design that fits the message of my brand. Please include your relevant experience and samples of your wo...

I need a Windows-based image editor equipped with several key features. - The editor should allow image cropping and resizing. It's vital that users can make precise adjustments to their photos to fit specific dimensions or remove unwanted areas. - Adjusting brightness and contrast is another essential feature. Users should be able to manipulate these settings to enhance the overall quality of their images. - Apply filters and effects: The editor should offer a diverse range of filters and effects for users to experiment with. This is crucial for adding style and uniqueness to their images. The image editor should specifically be designed for Windows OS, as this is the platform I primarily work on. The editor needs to support JPEG and PNG fi...

I'm in need of a holistic corporate image design for my real estate company, which deals in sales and rentals of various properties. I'm on a budget of $500 - $1000. The ideal style for the design is modern, professional and empathetic. Key Deliverables: - Designing a modern and professional logo that reflects the essence of the business - Incorporating a set of representative and modern colors that resonate with the brand's identity - Crafting a catchy slogan that encapsulates the brand's values - Creating a design for the signboard to be placed on the office facade - Developing a visually appealing design for the sale or rental signs to be hung on properties - Designing the company's stationery in line with the overall image...

...distribution system for my ecommerce business. The platform will be built on Laravel, and the system should incorporate the following key features: - User Authentication: A secure and efficient user authentication system is crucial to the success of this project. - Product Management: The system should allow for easy and effective product management, enabling me to efficiently add, update, and remove products from the ecommerce page. - Payment Integration: A seamless payment integration system is essential for the success of the ecommerce page. - Custom Domain Support: The system should also support custom domain mapping, allowing my tenants to use their own domain names. The design of the ecommerce page should be minimalist in nature, ensuring a clean and user-...

Hello, we have a short short work for a CAD profile I'm in need of a skilled draftsman or drafter who can convert an image into a basic-level detailed DWG file in order for it to be cut out of sheet metal using a plasma cutter. The DWG file won't require any high-end detailing, only basic-level detailing as it's focused on having the right design, ready for plasma cutting on sheet metal. You won't have to worry about specific physical dimensions as the final cutout will be scaled based on the file itself. Key elements of this project include: - Basic-level detailing - just enough to ensure the image can be accurately reproduced in the DWG file. - Abilities in image to Cad conversion - for plasma cutting. - Understandi...

I'm in need of a skilled graphic designer with expertise in converting images to vector graphics for print media. Key aspects to remember are: - The image needs to be printed, adn a high-resolution version is required to prevent pixelation. - The project needs to be completed as soon as possible. - The image has fine lines, color gradients, and geometric shapes that need to be preserved in the vector version. Experience in extracting and preserving these important details is paramount for this project. Proficiency in the use of Adobe Illustrator to achieve high-quality results is vital. This requires an understanding of the technical aspects of printing and how to deliver digital assets that print accurately.

I'm in need of an experienced AutoCAD designer to some changes on dwg file That i have . Skills and Experience: - Profound knowledge in AutoCAD - Experience with both 2D and 3D design - Ability to work with minimal directions - Good understanding of space utilization Please include your portfolio or examples of previous floor plan designs with your bid.

I'm in need of an experienced AutoCAD designer to create a 2D and 3D floor plan. The dimensions and specific design elements of the floor plan have been left intentionally ambiguous, giving you room to use your expert judgement. This project requires autonomy and creativity. Your input will greatly guide the outcome. Skills and Experience: - Profound knowledge in AutoCAD - Experience with both 2D and 3D design - Ability to work with minimal directions - Good understanding of space utilization Please include your portfolio or examples of previous floor plan designs with your bid.

I need this image ready to be used as a hero image for an Amazon product. Please make it the correct size, add a white background, and insert some potato fries into the blue bucket to simulate real food. The winner will be selected for ongoing work.

I'm looking for someone to help me update the images of my products. - The Job has to be done within 4-5 hours, and failure to do so won't work for us. Please apply accordingly - The listing currently has between 8 and 10 images. - I want to replace some elements of existing images with new elements, maintaining a professional and clean style. Ideal candidates for this project should have experience with image updateion and product photography, as well as the ability to create high-quality, professional images. The final images should adhere to Amazon's guidelines for product images.

I have Excel sheet in the are all products add...word file in which I will add that specific category and you have to take out the data from sheet and create the image in Photoshop. I will also give you product images with it's specific name. You have to only remove background and add text and image according to the data. The person must have latest Photoshop and have to create one sample image. You have to leave the space also for the main video and have to choose a shape or space according to the data Here are the links to sample: My budget is Rs.50 per image. There are 10-11 images which you have to create and I need it by today. This will be regular work per week to create 10-15 images.

I have two images where I need some retouching work done. The shots were taken in front of a window, which has led to issues with color and haze in the pictures. Key Requirements: - Skin Blemishes, wri...retouching work done. The shots were taken in front of a window, which has led to issues with color and haze in the pictures. Key Requirements: - Skin Blemishes, wrinkles, and red-eye need to be addressed - Color Correction: I'm looking to achieve a natural tone in the images. - Haze Removal: The images have a haze due to the window. This needs to be removed to enhance the overall quality. I'm looking for a skilled photo editor who has experience with color correction and haze removal in particular. The ideal candidate should have a portfolio that demonstrates their abi...

I have an AI file with text that needs editing. The te...mostly involves editing the existing text within the AI file. - Single image: This is for a single image; no need for editing multiple images. - Information update: The primary purpose of this edit is to update the existing text with new information. It's more about refreshing the content than a complete design overhaul. This project is ideal for you if you have experience with: - Adobe Illustrator: Proficiency in Illustrator is necessary, as the project is in AI format. - Typography design: Understanding of typography principles is essential to ensure the update fits well with the existing visual theme. Your attention to detail and ability to seamlessly integrate new information into the ex...

I'm seeking a skilled developer to build a speaker identifier using Python and the Siamese Network model. It must be able to: - Differentiate between multiple speakers in a single audio clip - Identify the same speaker across different audio clips The developed system should accept .WAV as the input format. It's crucial for the prospective freelancer to be proficient in Python, with a deep understanding of Siamese Networks and audio processing. Sound knowledge of Machine Learning principles and techniques would also be a plus. ** explain the code

...current image processing project, coded in C++, into Verilog and run on FPGA device using HLS Vitis. The existing project has: - Edge detection capabilities - Image segmentation capabilities The primary goal of this project is not to enhance or alter the images, but to convert the existing codebase from C++ to Verilog, utilizing HLS Vitis. With your expertise: - Maintain the integrity of the current functionalities during conversion - Reframe the C++ code to Verilog language ensuring a seamless running on an FPGA device. The successful bidder should have significant experience with Verilog, C++, and HLS Vitis, as well as a good understanding of Image Processing algorithms, especially Edge Detection and Image Segmentation. The final output of the conversi...

I have a project that involves scanning and pasting images for data archiving purposes. Key Responsibilities: - Scan and paste 37 pages of images for data archiving Ideal Skills: - Experience with image scanning and editing - Attention to detail - Ability to follow instructions closely

I have a crucial project that involves replacing an image, whilst maintaining the right side frame-crop. Basic Photoshop/canva needed

We will remove three persons from a picture professionally within 24 hours Thanks

I will make detailed image as needed

Hey guys, I'm looking for a creative agency or freelancer based in Spain, based in Barcelona that has capactiies to conceptualise, produce and post-edit different video formats about an Online Course. Topic roughly will be travelling It has to take place in Barcelona in June 2024. If you're from spain, speak fluent english and have good references in similar topic and time in June, feel free to bid! I will share the detailled briefing via chat afterwards. Thanks! BR