Keras binary classificationJobs

...after assignment. Additional Requirements: Communication: Please clarify any questions before accepting the project. Provide regular updates during development. Ideally, share a short video or screenshots of the script in action before final delivery. Code Quality: The Python code must be well-documented and easy to understand. No obscure or unsafe libraries should be used (e.g., no unexplained binary files). Future-Proofing: The code should be modular to allow for easy adjustments if the website structure changes. Focus on clear selectors (e.g., using BeautifulSoup or Selenium)....

I'm seeking a statistics expert with a strong background in in binary logistic regression analysis. Your role would be to help resolve the problems I am dealing with in my current assessment. - Experienced in regression analysis, specifically logistic regression

I need a digital circuit designed that will sequentially display the number "210707069" on a seven-segment display. The design should be built using a 555 timer-based oscillator, JK flip-flops (7476 IC), and a BCD (Binary-Coded Decimal) encoding system. The circuit should continuously loop the number, correctly displaying it in sequence. Key requirements: - Use of 4-6 bit BCD encoding for each digit. - Simulation using Proteus software. - Deliver a fully functional circuit and a detailed report at the end. Primary focus: Accurate number display on the seven-segment display using Proteus. The circuit's simplicity and the simulation setup's ease are secondary considerations. The final report should provide a detailed account of the circuit design process.

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...

...various forex-related expenses: online forex courses / mentorship/coaching programs (manual discretionary trading vs mechanical/algorithmic trading), EAs (i.e. algorithmic softwares) / indicators (paid pre-built vs custom-built/customized), signal services, personal prop firm challenge passing / personal prop firm account management services, a single blown personal live brokerage account, and binary options trading. And finally, I am self-motivated, self-sufficient/independent, dependable/reliable, understanding/patient, and a good communicator/listener. I am only looking to hire a person who is willing to provide their service for a very low fee ($10) / for adding my project/task onto their portfolio for enhancing their public profile and gaining credibility/reputation, which ...

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

...10 predictions = $20 8 correct predictions out of 10 predictions = $30 9 correct predictions out of 10 predictions = $30 10 correct predictions out of 10 predictions = $100 When you have completed your 10th prediction (at a rate of 1 per day for 10 days, not including weekends), then just hit the "PayMe" button in the time-machine app, and we pay you in Freelancer. Since the predictions are a binary choice, 50% correct is the mean. So, you should average at least 2.5 correct predictions if you are performing at average random chance. But I know that you will do better than that! NEXT STEPS: If you are interested in exploring your future prediction abilities, please SUBMIT A PROPOSAL FOR THIS JOB. Since we have a SET payment schedule, do not propose any amount other...

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

I'm in need of a seasoned AI developer to build an advanced software so...incorporate a user-friendly interface into the solution. Specifics of the Project: - The AI solution needs to be compatible with Whole Slide Images (WSI). - The training of the AI model will be conducted using raw images without annotations. Ideal Skills and Experience: - Deep Learning Frameworks: The ideal candidate will have a strong background in using frameworks such as TensorFlow, PyTorch, or Keras. - Model Development: Hands-on experience with Convolutional Neural Networks (CNNs) and Transfer Learning is a must. - UI/UX Design: Prior experience in user interface design is an advantage. This project is a unique opportunity to contribute to a critical health solution, and I look forward to seeing ...

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

...10 predictions = $20 8 correct predictions out of 10 predictions = $30 9 correct predictions out of 10 predictions = $30 10 correct predictions out of 10 predictions = $100 When you have completed your 10th prediction (at a rate of 1 per day for 10 days, not including weekends), then just hit the "PayMe" button in the time-machine app, and we pay you in Freelancer. Since the predictions are a binary choice, 50% correct is the mean. So, you should average at least 2.5 correct predictions if you are performing at average random chance. But I know that you will do better than that! NEXT STEPS: If you are interested in exploring your future prediction abilities, please SUBMIT A PROPOSAL FOR THIS JOB. Since we have a SET payment schedule, do not propose any amount other...

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.

Hello you will sing SANTA LUCIA in 9 ODD TIMES SIGNATURES Its not binary like the original 1) in swedish 1 minute 2) in italian 1 minute 3) whistle for à couple of seconds You speak swedish and you will sing in italian like Elvis Presley santa lucia cover in italian No need to speak italian because i managed to sing in 14 languages but... dont speak thèse 14 languages I mean Elvis managed to sing thèse 7 italian sentences, hé doesnt speak italian I have 2 mp3: 1) instru 2) swedish and italian to help you with the 9 odd times (with pauses between sentences) Please sing the melody of original but on my 9 odd times (not the melody of my mp3, this mp3 is just to help you with rythm) You will give me: 1) your voice on my music 2) only your voic...

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

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

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

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

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

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

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

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

I am looking deriv digit matches bot. 1. The bot should be capable of analyzing multiple binary trading platforms to identify opportunities for digit matching. 2. It should have a user-friendly interface for easy configuration of trading parameters. 3. The bot must be able to execute trades swiftly and accurately based on predefined digit matching strategies. 4. It should include risk management features to minimize potential losses, such as stop-loss orders and profit targets. 5. The bot should have the ability to backtest its strategies using historical data to ensure their effectiveness. 6. It must be equipped with real-time data analysis capabilities to adapt to changing market conditions. 7. The bot should have integration with reliable data feeds to ensure accurate mark...

I'm having a DNS resolution failure with my GoDaddy website. Despite GoDaddy putting the IP address down, I'm still not connected. - I will invite you to be a Delegate on my GoDaddy account so you can help troubleshoot. - I'm not sure if I've made any recent changes to my DNS settings. Ideal skills include: - Extensive experience with GoDaddy and DNS settings - Strong troubleshooting skills - Ability to communicate clearly and effectively

We are an international marketing company that specializes in attracting traffic for binary options brokers through content. We have been on the market for 3.5 years and during this time we have grown very well. Our team consists of more than 40 people scattered all over the world! Our video production department plays a big role in the company, it develops YouTube, Instagram, Tik Tok and Telegram channels, which already have thousands of subscribers. All our processes are automated as much as possible, we have our own schemes, scripts and tools for work. Now we are planning to create a new YouTube channel, and therefore we are looking for the main character. The tasks will include: - Bug fixes in the main script for long YouTube videos. The script has been pre-translated by ar...

I'm in need of a seasoned professional who can help customize an open-source CRM to suit my business needs. The primary focus will be...Required: - Email marketing software: I want to streamline my marketing efforts and manage campaigns directly from the CRM. - Accounting software: This integration is crucial for maintaining financial oversight and automating invoicing and payment tracking. - Customer support systems: To ensure seamless customer service and support, integration with our existing support systems is necessary. - MLM Binary System: This is a specific requirement for my business model which involves multi-level marketing. Ideal candidates should have extensive experience with CRM customization and open-source platforms, with a proven track record of successful too...

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 looking for an experie...desktop apps, for linking with a Signal account. - Once linked, it should show recent chats in a list view. - Users should be able to read the latest messages and send new ones from the chat view. - The app should trigger push notifications for all new messages. Technical Requirements: - Use native technologies: SwiftUI, WatchKit for implementation. - Deliver source code, not a published app or binary file. - A working prototype demonstrating the full flow is required; design is not critical. The ideal candidate for this project should have strong skills in Apple Watch app development, particularly with SwiftUI and WatchKit. Experience in creating messaging apps or similar projects will be an advantage. Please provide examples of relevant prior wo...

...10. The goal is to enable the seamless use of Tesseract OCR in Lambda functions for text extraction tasks. Responsibilities: - Design and develop a Lambda Layer containing the Tesseract OCR binary and its dependencies. - Ensure compatibility with Python version 3.10. - Optimize the Tesseract binaries and libraries for minimal size while maintaining functionality. - Test the Lambda Layer to ensure proper integration with Python-based Lambda functions. - Document the setup, deployment process, and usage of the Lambda Layer. Key Deliverables 1. Lambda Layer Package: - Precompiled Tesseract OCR binary compatible with Amazon Linux 2. - Required dependencies and Python bindings for Tesseract (e.g., `pytesseract`). 2. Documentation: - Clear setup instructions for deplo...

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

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

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

I'm seeking a developer to create draw games for the online lottery gaming industry. The games should be accessible on both web and mobile app platforms. Key Requirements: - Implement user registration and login functionality - Integrate a secure and seamless payment system - Enable live draw streaming - Design a binary or level commission system for marketing members - Develop an engaging and fair lottery game Ideal skills for this project include: - Proficiency in web and mobile app development - Experience in developing online gaming or lottery applications - Understanding of secure payment integration - Familiarity with live streaming technology - Knowledge of commission systems and game fairness The aim is to create a captivating and interactive lottery experience that...

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

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

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

...$20 8 correct predictions out of 10 predictions = $30 9 correct predictions out of 10 predictions = $30 10 correct predictions out of 10 predictions = $100 When you have completed your 10th prediction (at a rate of 1 per day for 10 days, not including weekends), then just hit the "PayMe" button in the time-machine app, and we will release the escrow in Freelancer. Since the predictions are a binary choice, 50% correct is the mean. So, you should average at least 2.5 correct predictions if you are performing at average random chance. But I know that you will do better than that! NEXT STEPS: If you are interested in exploring your future prediction abilities, please APPLY FOR THIS JOB. If your initial application is accepted, then I’ll follow-up with a short q...

...$20 8 correct predictions out of 10 predictions = $30 9 correct predictions out of 10 predictions = $30 10 correct predictions out of 10 predictions = $100 When you have completed your 10th prediction (at a rate of 1 per day for 10 days, not including weekends), then just hit the "PayMe" button in the time-machine app, and we will release the escrow in Freelancer. Since the predictions are a binary choice, 50% correct is the mean. So, you should average at least 2.5 correct predictions if you are performing at average random chance. But I know that you will do better than that! NEXT STEPS: If you are interested in exploring your future prediction abilities, please APPLY FOR THIS JOB. If your initial application is accepted, then I’ll follow-up with a short q...

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

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

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

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

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