Keras train on batch example işler

I’m seeking a freelancer to enhance my TensorFlow-based semantic segmentation model on the Cityscapes dataset. The current mIoU is ~40%; the goal is at least 80% mIoU using a novel and lightweight architecture (≤ 1M parameters). Requirements: - Experience in hyperparameter tuning, data augmentation, and fine-tuning. - Access to a GPU or high-performance computing resources. Responsibilities: - Design a novel, lightweight model architecture for semantic segmentation. - Optimize training processes and implement advanced techniques for performance improvement. - Train the model using high-performance resources. - Provide detailed documentation and actionable insights for further refinement. Deliverables: - A trained model achieving the target mIoU...

I need a skilled graphic designer to place a digital version of my neck tattoo onto an older selfie. The tattoo should blend seamlessly into the photo, appearing as if it were there in reality. Specifics: - The tattoo is in a traditional style, and I will provide a photo of the actual tattoo for reference. - The tattoo needs to be applied in color. - The final image should make...reference. - The tattoo needs to be applied in color. - The final image should make the tattoo blend naturally into the skin, rather than standing out starkly. Ideal skills for the job include: - Proficiency in Photoshop or similar graphic design software. - Strong understanding of colour matching and skin tones. - Good attention to detail, particularly in terms of making the tattoo appear realistic on t...

I'm looking for a professional web designer to create a robust, independent e-commerce site for my steel products using WordPress. The site needs to reflect an industrial and rugged visual style, suitable for the nature of the product. Key Features: - Essential e-commerce functionalities including: - Product search and filters to help customers navigate through our extensive range of steel products. - Customer reviews and ratings system to build trust and encourage engagement. The ideal candidate for this project should have: - Extensive experience with WordPress and e-commerce site development. - A strong portfolio showcasing modern, industrial and rugged web designs. - Excellent understanding of implementing product filters and review systems. I'm looking for someone wh...

...improve efficiency, and reduce costs. You will also be responsible for mentoring and training junior developers and staying up to date on the latest RPA technologies. RESPONSIBRESPONSIBILITIES Senior RPA Developer main responsibilities is to develop RPA BOTs as per the provided design, test, deploy. ▪ Conduct high level feasibility analysis with SME, Candidate selection and deep-dive analysis for potential business processes to be automated using RPA technology. ▪ Analyze business processes and participate in requirements gathering session to generate Process Definition Document (PDD) ▪ Develop efficient solutions with a focus on scalability and reusability based on Robotic Process Automation (RPA) technologies ▪ Write test cases and implement various types of t...

We are seeking an Odoo expert to train our beginner-level finance team. The training should focus on Odoo 17's system configuration, workflow evaluation, and onboarding of opening balances in our multi-company environment. The expert should also assess our current workflow and assist the finance team with system configuration and workflow optimization. Ideal Skills: - Odoo 17 expertise - Experience in finance training - Ability to evaluate workflows - System configuration skills - Understanding of multi-company environments - Experience with auditing financial systems - Experience in creating custom financial reports - Expertise in data migration and integration - Ability to create comprehensive user training materials - Strong problem-solving skills for finance-relate...

I'm looking for a professional to help me with the on-page SEO of my eCommerce website. The key areas of focus will be: - Keyword Optimization: Identifying and implementing the most relevant keywords to boost our visibility and ranking on search engines. - Meta Tags and Descriptions: Crafting compelling and SEO-friendly meta tags and descriptions to improve click-through rates. - Content Creation and Updates: Regularly creating and updating content to keep the site fresh, engaging, and SEO optimized. In addition to SEO, I need a reliable expert to handle the following maintenance tasks: - Regular Updates: Ensuring the website is up-to-date with the latest features and security patches. - Bug Fixes: Identifying and resolving any technical issues that may arise. - Perfo...

I need a freelancer to design and implement a Long Short-Term Memory (LSTM) model to analyze my training and test data, which i...in fully labeled CSV files. The goal of this project is to maximize the True Positive Rate. Key Responsibilities: - Develop an LSTM model using the provided CSV files. - Optimize the model to achieve the highest possible True Positive Rate. Skills and Experience: - Expertise in machine learning, specifically with LSTM models. - Proficiency in Python and relevant libraries (e.g., TensorFlow, Keras). - Experience with data analysis and optimization techniques. - Strong understanding of True Positive Rate and its significance in model evaluation. Please note, the data does not require any preprocessing. It is fully labeled and does not contain any missi...

Need developer who has previous experience in submitting app to review, all details like screenshot, icon, feature graphic, privacy policy, description etc will be provided you just have to utilise your own dev acnnt

I am seeking an expert in WebRTC and ROS1 Noetic to implement a video streaming solution on Ubuntu 20.04. This project will involve using the NVIDIA Orin NX, a powerful device that requires precise and efficient integration. Key Responsibilities: - Implement WebRTC for video streaming on ROS1 Noetic. - Ensure compatibility and optimization for the Ubuntu NVIDIA Orin NX. - Prepare for potential future integration with Janus WebRTC and the TEN Framework, replacing Agora. Ideal Candidate: - Extensive experience with WebRTC and ROS1 Noetic. - Proven track record of similar video streaming implementations. - Skills in optimizing processes for robust hardware like the NVIDIA Orin NX. - Knowledge of the TEN Framework and Janus WebRTC is a plus.

I need the upholstery fabric on an image of a chair to be changed. The image shows a piece of furniture, specifically a chair. Ideal Skills and Experience: - Proficient in image editing software such as Photoshop or GIMP. - Experience with furniture upholstery design would be a plus. - Attention to detail to ensure the new fabric is realistically integrated into the image. - Ability to work efficiently to meet project deadlines.

I need a realistic simulation of the Montreal STM Metro for personal use. The project should include: - Interior designs of every metro station without exterior design - An actual train within the simulation Please avoid bugs and failures to ensure a smooth experience.

...Quantization (VQ) compressor can enhance compression efficiency and output quality. Here’s a structured approach to guide development team, focusing on achieving optimal compression, high quality, and low maintenance costs: 1. Data Preparation: • Frame Extraction: Decompose the video into individual frames. • Block Segmentation: Divide each frame into non-overlapping blocks (e.g., 8x8 pixels) to create a set of image patches. 2. Feature Extraction with Deep Learning: • Autoencoder Training: • Architecture Design: Develop an autoencoder neural network tailored for image data, comprising an encoder and a decoder. • Training: Train the autoencoder on the image patches to learn a compact representation (latent space) of the input ...

I am looking for a skilled developer to address and fix functionality, UI/UX, and performance bugs identified in my QA testing report for my on-demand alcohol and snacks delivery platform. The platform includes a website as its primary interface. This is a fixed-price project with clear deliverables and a milestone-based payment structure. Successful completion may lead to future tasks, including additional feature development and app bug fixes.**Note** A detailed QA test results for depth issues for you to work on. Deliverables 1. Fully functional website with all identified bugs fixed. 2. Detailed report summarizing each bug and how it was resolved. 3. Minor post-delivery support for tweaks if new issues arise within 7 days of project Freelancer Requirements: Techn...

My Drupal site is throwing PHP/Drupal specific error messages when users attempt to access certain pages. This is causing significant disruption and needs to be resolved urgently. I'm looking for a seasoned Drupal developer with server management experience to diagnose and fix these issues.

I am in need of a comprehensive research paper focusing on nursing policies, specifically the patient care standards. The project should also include a PowerPoint presentation and speaker's notes. Ideal Skills and Experience: - Proficient in research and academic writing - Strong understanding of nursing policies and patient care standards - Experience creating PowerPoint presentations - Ability to write clear, engaging speaker's notes - Excellent attention to detail

I need a skilled network admin to configure my VMs through Oracle Virtualbox as webservers for web hosting purposes. This is a one-time project. Ideal Skills: - Proficient in Network on VMs in Ubuntu through Virtualbox tools and techniques. - I need documented step by step procedure.

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I'm in need of a professional to install and configure UISP (Ubiquiti's Network Management System) on my Ubuntu VPS. The system should be accessible via an existing subdomain () and be fully operational for client services. Key areas of focus include: - Immediate attention to system configurations: Network settings, Firewall settings, and User permissions - Ensuring proper setup for UISP services delivery - Configuring user access levels on UISP as: Administrator, Manager, and Viewer Ideal freelancer should have: - Extensive experience with UISP and Ubuntu VPS - Strong knowledge in network settings and firewall configurations - Capable of managing user permission settings effectively - Previous experience in setting up similar services preferred

Hello, I am looking for a skilled freelancer to help me install UISP (Ubiquiti's Network Management System) on my Ubuntu VPS and configure it to be accessible via a subdomain (e.g., ). I want to start offering UISP services to my clients, so I need this setup to be fully operational with proper configuration. Requirements: Install UISP on my Ubuntu VPS (with Docker or any preferred method). Set up the subdomain () and configure the reverse proxy (e.g., using Nginx) to point to UISP. Ensure HTTPS is enabled using SSL (Let's Encrypt). Configure persistent data storage for UISP. Set up basic security measures to protect the UISP dashboard. Ensure UISP is accessible from external devices via the subdomain. Skills Required: Docker / Docker Compose (optional

A project related to wearable technology as discussed in chat.

I need an expert to install Interworx on my AlmaLinux 9 server. The primary purpose of this installation is for Web Hosting. Key requirements include: - Installation of Interworx on AlmaLinux 9 - Configuration of Custom DNS during the installation - Enable Quota's - Moves /home/ to /chroot/home/, if /home is not on its own partition. It then symlinks /chroot/home/ to /home Ideal skills and experience for the job: - Proficiency with AlmaLinux 9 - Extensive experience with Interworx installation - Knowledge in Web Hosting setup - Expertise in Custom DNS configuration All must be completed over a TeamViewer connection.

...healthcare. Thesis statement outlining the impact of AI on medical records. How AI Enhances Digital Medical Records: Automation of data entry and management. Predictive analytics for patient outcomes. Improved accuracy and reduction of human error. Challenges and Ethical Concerns: Data privacy and cybersecurity risks. Ethical considerations (e.g., bias in AI algorithms). Dependence on technology and potential failures. Case Studies/Examples: Example of hospitals or companies successfully integrating AI in medical records (e.g., Epic Systems, IBM Watson Health). Future Prospects: Emerging trends (e.g., AI-assisted decision-making tools). Potential innovations in personalized medicine. Conclusion: Summary of key points. Final thoughts on balancing AI integ...

62 Keywords - Monthly SEO work for German Website keywords according to Excel list Monthly milestone release Project will run for minimum 3 months 250 USD monthly project charges

Note: Please read before bidding, I have mentioned all the details in the PDF so increasing the bidding price later will not be accepted. Check the PDF attached for a detailed description. Objective: Design a pasteurization room that uses steam to heat 3,200 glass bottles (330 ml each) per batch. The goal is to uniformly raise the bottles from ambient temperature to the pasteurization temperature without localized overheating. Key Details: - Bottle & Pallet Setup: Each crate holds up to 32 (330 ml each). Each pallet holds 49 crates (7 crates by 7 crates configuration). Pallet dimensions: 1200 mm x 1000 mm. Room Layout: - Designed with front and back doors to allow forklift loading/unloading inside the room. - Insulated with PUF panels to maintain high thermal efficiency. - S...

I'm in need of a software expert who can create a SRT server system for me, preferably on an Ubuntu server. The server should be able to run in listener mode on a port, allowing me to stream from my VMIX computer to it using the SRT protocol. Key Requirements: - The server must support multiple simultaneous streams, enabling me to run several streams on the same server. - A web-based control panel is needed for stream setup. This panel should allow me to create new streams and select input/output ports. - The control panel should be accessible by admin only, with a simple username and password for authentication. - Stream analytics should be integrated into the control panel. Ideal Skills: - Extensive experience with Ubuntu server setup and software development...

I'm seeking an experienced developer to install a NodeJS script on my Linux-based VPS. Key Requirements: - Proficient in NodeJS and Linux operating systems - Familiar with installing and configuring scripts on a VPS - Experience with pnpm package manager - Able to use root access for installation Please ensure you have the necessary skills and experience to handle this task effectively.

I'm looking for an expert in crafting engaging and persuasive social media posts primarily aimed at promoting our digital products. The posts will be published on Facebook and Instagram. Key Responsibilities: - Develop creative and compelling content for sales promotion of digital products. - Tailor each post to fit the unique style and audience of each platform. Ideal Skills and Experience: - Proven track record in social media marketing, specifically for digital products. - Exceptional copywriting skills with a knack for sales promotion. - Experience with Facebook and Instagram's advertising tools and algorithms.

I'm seeking a Canadian freelance journalist to craft an informative article and get it Published in a Magazine about an up-and-coming startup in the Fresh Produce E-commerce sector. The piece should be written in an inspiring and motivational tone, showcasing the company's journey, vision, and potential impact on the market. Ideal candidates for this project should: - Have a strong background in journalism, preferably with experience covering startups or the fresh/food related products industry. - Possess excellent storytelling skills, able to weave facts into a compelling narrative. - Be able to capture the essence of an inspiring and motivational tone without losing the article's informative nature. - Have access to and familiarity with Canadian media outlets. Ple...

I'm in need of a well-crafted essay focused on Shakespeare's works. The assignment is strictly in the realm of literature. Ideal candidates would have: - A strong understanding and appreciation of Shakespeare's works. - Excellent writing skills, with a knack for crafting essays that are engaging and insightful. - Experience in literature assignments, particularly essays on classic authors.

I'm seeking a Data Analyst proficient in Hadoop, Hive, and Flume to analyze Movielens data. The primary objective is to uncover trends and patterns within the dataset. Key Requirements: - Experience with Big Data tools, specifically Hadoop, Hive, and Flume - Strong data analysis skills - Ability to identify trends and patterns from complex data sets - Previous experience with Movielens data is a plus The ideal freelancer for this project will have a solid understanding of the Movielens dataset, with the ability to use Big Data tools to generate significant insights. Please provide examples of similar projects you've completed in your proposal.

I'm looking for a graphic designer who can create a series of inspirational quotes, tailored for social media. The project is titled 'hidup keras', which translates to 'hard life' in English. This title serves as a theme, suggesting that the quotes should resonate with people facing challenges and looking for motivation. Key Responsibilities: - Design visually appealing graphics featuring inspirational quotes. - Ensure the quotes are suitable for various social media platforms. - Maintain a consistent aesthetic throughout the project. Ideal Skills: - Proficient in graphic design software. - Strong understanding of social media trends and aesthetics. - Ability to convey deep emotions through design. Please provide samples of your previous work with inspi...

I'm seeking a comprehensive report on a go-to-market strategy specifically focused on the sales strategy for a Canadian fresh produce eCommerce start-up. Key Components: - Primary focus on the sales strategy, with an emphasis on online sales. - Detailed analysis and recommendations for leveraging the company's own website, social media, and email marketing as primary sales platforms. Ideal Skills and Experience: - Proven track record in eCommerce sales strategy development. - Expertise in digital marketing and social media sales. - Strong analytical skills for market and sales trend evaluation.

I'm looking for an expert in Computational Fluid Dynamics (CFD) to analyze an oscillating wave surge converter. This project will focus on the structural integrity (using Fluid-Structure Interaction or FSI), the hydrodynamic performance and the power output of the converter under different wave speeds (low, medium and high). Key project requirements: - Conducting a detailed CFD analysis using Siemens Star CCM+ Marine or Flow3d - Evaluating the structural integrity of the converter under different conditions - Analyzing the hydrodynamic performance of the converter - Measuring the power output with varying wave speeds - Presenting findings in a clear and comprehensive manner Ideal candidates for this project should have: - Extensive experience with CFD and FSI - Proficiency in...

I'm looking for a skilled developer with experience in Machine Learning and Raspberry Pi to help me build a system that can identify different components. Key Responsibilities: - Implement an image recognition system on a Raspberry Pi - Train the system to recognize various components Ideal Skills: - Proficiency in Python and C++ - Extensive knowledge in Machine Learning algorithms - Experience with Raspberry Pi - Familiarity with image recognition tasks This project is perfect for someone who is passionate about AI and enjoys working on innovative tech projects. If you have a strong background in these areas, I would love to hear from you.

I'm seeking a digital marketing expert to set up and manage a Google Ads campaign for my low to no-income travel website, specifically targeting the blog content. The primary objective is to increase website traffic, with a focus on attracting mature, boutique travellers. Key Requirements: - Proven experience with Google Ads - Understanding of travel industry and target audience - Ability to create engaging ad content focused on blog - Skills in tracking and optimizing campaign performance

I'm looking to produce a one-on-one video interview with our CEO as we celebrate our company's 40th anniversary. The interview should have an inspirational and motivational tone. Key Requirements: - Experienced in producing and directing video interviews, particularly one-on-one formats. - Able to create an uplifting and inspiring atmosphere throughout the production process. - Proficient in both pre-production planning and post-production editing to ensure a high-quality final product. - We need different angles to clip for social media and well produced final video.

I'm looking for an expert in Ruby on Rails and cloud computing to assist with migrating my web application from AWS to Google Cloud. Key Migration Areas: - Transitioning EC2 instances, S3 storage, and RDS databases from AWS to Google Cloud - Setting up the appropriate Compute Engine instances on Google Cloud Post-Migration Testing: - Verifying the integrity and functionality of database connections - Ensuring all APIs are working correctly post-migration - Comprehensive testing of the Ruby on Rails application Ideal Skills: - Extensive experience with Ruby on Rails - Strong understanding of AWS and Google Cloud services - Proficient in testing and troubleshooting database connections and APIs - Experience with setting up and managing Compute Engine inst...

ON Site SEO 3-5 days

...project is completed entirely. I'm struggling with getting the NTP service to work on my Domain Controller, which is running Windows Server 2016. Tasks: - Troubleshoot NTP traffic routing through Wingate Proxy Server - Address custom routing configurations and security restrictions on the Proxy - Ensure proper NTP service configuration Requirements: - Proven experience with configuring NTP service on Windows Server 2016 - In-depth knowledge of Wingate Proxy Server - Ability to troubleshoot network traffic issues - Familiarity with custom routing configurations and security restrictions I have already created a UDP Mapping service on the proxy but I am not seeing any traffic from the server. Port 123 on the firewall was opened and I have perf...

2 images of the billboard with variation as discussed on chat.

I'm looking for someone to develop a small-scale e-commerce website on WordPress using WooCommerce, focused on selling candles. Key Requirements: - Development of a user-friendly, engaging site showcasing a range of products. - Implementation of secure credit card purchasing system, ensuring top-notch encryption for customer security. -Content writing/help with descriptions -SEO Ideal Skills: - Proficiency in WordPress and WooCommerce is a must. - Prior experience in e-commerce website development will be highly regarded. - Strong understanding of e-commerce security standards, specifically around credit card transactions. -SEO to get a new small company ranking

...requirements are as follows: This demo does not need to actually train a model. It only needs to implement the following functionalities: Understanding User-Described Scenarios with LLM: Utilize a Large Language Model (LLM) to comprehend the scenarios described by the user. Assisting in Building a Virtual Pipeline: Help the user construct a virtual pipeline based on their described scenario. The pipeline should be as simple as possible and divided into the following modules: Data Collection: Allow the user to select data from a specific time period and recommend an optimal time frame based on the scenario and task. Feature Selection: Suggest training features based on the user's objectives. Model Selection: Choose an appropriate model based on t...

I'm seeking a writer to create a detailed analysis-focused article on climate change, with an emphasis on deforestation as a key contributor. The article should thoroughly dissect the impact of deforestation on greenhouse gas emissions, while also providing a broader context of how this ties into the overall climate crisis. You should have: - Strong understanding of climate science and environmental issues - Exceptional research and writing skills - Ability to translate complex concepts into engaging and accessible content

I'm...develop a vibrant and engaging business promotion website on JouwWeb. The site will primarily be used for promoting our business and services. Key Responsibilities: - Creation of a 'Services Offered' section that clearly outlines what we provide - Development of a 'Client Testimonials' section to build trust and credibility with our visitors - Implementation of a 'Contact Form' to facilitate easy communication with potential clients Ideal Skills: - Proficiency in JouwWeb - Experience in designing colorful and creative websites - Strong understanding of business promotion needs on digital platforms - Excellent communication skills to understand our requirements and deliver accordingly Please provide examples of similar projects you&#...

I'm looking for an expert to install the latest stable release of Qwebirc and The Lounge on my Ubuntu 24.04.1 LTS VPS. Ideal skills for the job: - Extensive experience with Ubuntu and VPS management - Proficient in installing and configuring Qwebirc and The Lounge - Strong troubleshooting skills - Good English communication skills

I'm seeking a talented AI developer to cr...Science, Languages and Literature, as well as Programming and Technology. Key Requirements: - The GPT should be capable of providing clear explanations and engaging with students in a supportive manner. - Experience in AI development, particularly with creating educational tools, will be highly valued. - A strong understanding of the specified subjects at an intermediate level. - Ability to train the GPT to cater to the needs of a specific student population -Include pre-trained, as well as college-specific content -The GPT needs to be integrated into Moodle platform through ChatGPT API I'm looking for someone who can deliver a high-quality, user-friendly product. Please include examples of similar projects you'...

Update comedy show dates on website - New dates are posted on

I'm seeking an expert to assist with the installation and configuration of Stratus EverRun on my cloud-based, Linux servers. Key Requirements: - Proficiency with Linux operating system - Extensive experience with Stratus EverRun installation - Prior work with cloud-based server setups - Ability to configure for optimal performance and reliability Your task will be to ensure that the system is seamlessly integrated into my current infrastructure, with a focus on stability and redundancy. Please provide examples of similar projects you've completed in your proposal.

I need someone to install my Laravel web application script on my server's cPanel. The job also involves setting up a MySQL database. Ideal skills for this project include: - Proficiency in Laravel - Experience with cPanel - MySQL database setup and configuration skills - General knowledge of PHP, as Laravel is a PHP framework. Please only bid if you have experience with these technologies.

I need a professional to set up a LinkedIn campaign on my behalf.