Keras cnn exampleemplois

...Technologies et Outils TensorFlow : Pour l’analyse vidéo et la reconnaissance d’images. OpenCV : Pour le traitement d’images et la vision par ordinateur. PyTorch : Pour le développement de modèles de deep learning flexibles. Keras : Pour créer et entraîner des modèles de réseaux de neurones. Scikit-learn : Pour l’analyse de données et les prédictions statistiques. Compétences Requises Maîtrise de TensorFlow ou équivalent (par exemple, PyTorch) Maîtrise d’OpenCV ou équivalent (par exemple, SimpleCV) Maîtrise de PyTorch ou équivalent (par exemple, TensorFlow) Maîtrise de Keras ou équivalent (par exemple, PyTorch avec...

theme : Comparison with different Transfert Leraning models of Detection and Classification of Diabetic Retinopathy EXPLICATION: • modifier des modèles CNN prés-entrainée la Rétinopathie Diabétique capable de classer des images rétiniennes en fonction de la pathologie présentée. • Evaluer les modèles proposés par différents métriques utilisé dans la littérature. • Faire une comparaison entre ses modèles( Accuracy , Sensitivity,Specificity ) (accuracy plus de 80%) • code source avec python sur google colab • dataset Ne pas dépasser 8 Go •La durée est de 3 jours ou 4 jours maximum

Parler du mouvement des BLM aux États-Unis et qui a émergé dans le monde entier. Ma problématique se pencherait sur la manière dont ce mouvement, qui lutte pour une bonne raison, pourrait être vu comme une atte... pourrait être vu comme une atteinte à l’espace public. Un espace que l’on considère comme sécurisé mais qui est devenu un espace de violence et de contamination du à l’actualité mondiale qui est le covid-19 aussi connu sous le nom de coronavirus. Les informations sur le mouvement des black lives matter ainsi que les manifestations seront tirer des grandes chaines télévisées américaine tel que CNN ensuite plusieurs articles ont ét&ea...

Je voudrai un site un peu comme ou . Ce sera un réseau social , ou les gens pourront partager des articles d'agence de presse ( CNN ... ) ou alors construire leur propre article . Ils disposeront d'un profil / la possibilité de suivre des gens , mais il y aura aussi les tendances ( comme sur twitter ) . Lorsque nous publierons un article déjà existant sur le web ( cnn ... ) nous serons redirigé ( comme sur reddit ) . Plus de précision plus tard .

Article: 3000 min signs Article 3 Vous avez example sur votre email ) Pourquoi les femmes dUkraine cherchent les homs enetrenger)))

I'm looking for an expert in Convolutional Neural Networks (CNN) who can help create a project aimed at detecting shoplifting through the analysis of recorded video footage. Key Requirements: - The CNN will be processing video footage from in-store surveillance cameras to identify instances of potential theft. - It should be capable of distinguishing between normal shopper behavior and suspicious activity indicative of shoplifting. -Tutoring on basic concept of OpenCV and deep learning. -3 project related to anomaly detection and using UCF dataset/Shanghai crime dataset Ideal Skills: - Proficiency in CNN and video analysis. - Experience in developing theft detection systems. - Strong background in machine learning and computer vision.

Saya sedang menanam jagung , untuk mendapatkan hasil yang di inginkan tentu harus dengan kerja keras, yaitu seperti perawatan yang maksimal, pemupukan yang sesuai dengan standar yang telah di tentukan

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models i will provide few images after you show the dome on those i will award the project.

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

I'm in need of a Keras model that can effectively detect faults in industrial machinery by analyzing noise generated by these machines. The model should classify time series data into three categories: Fault A, Fault B, or Normal. Key Requirements: - The model will work with time series data of length 150. - The goal is to identify faults as early as possible. - The model should be able to maximize the total score based on detection accuracy: each correctly identified fault earns 1 point, while each misidentified fault deducts 1 point. Data Overview: - The training dataset contains approximately 400 time series recordings, while the testing dataset has around 1000. Please note that the testing dataset includes all the data from the training set. - All data is in the form of n...

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models

I have a 30 GB .DAT file containing binary data that needs to be processed and classified using a Convolutional Neural Network (CNN). The output from the model should be classification labels. Ideal candidates for this project should have: - Proficient experience in machine learning, specifically with CNNs - Ability to handle and process large datasets - Familiarity with .DAT and binary data - Skills in data preprocessing and feature extraction - Experience in delivering classification labels from a trained model Your expertise in these areas will be key to the successful completion of this project.

...secure database for colleges and user data. 6. Optimize search functionality for speed and relevance. 7. Ensure seamless backend and frontend integration with APIs. 8. Students should have a login dashboard to check their application status Required Skills: Frontend: HTML, CSS, JavaScript, React.js/Angular/Vue.js. Backend: Node.js/Django, API development (REST/GraphQL). AI: Python, TensorFlow/Keras, recommendation systems. Database: MySQL, MongoDB, cloud-based storage. Tools: Git, AWS/GCP, Docker/Kubernetes. Preferred: Experience in EdTech platforms, SEO, and payment gateways....

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 an experienced data scientist with LSTM (Long Short-Term Memory) model expertise to help me develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for an...develop an anomaly detection system. The model will be analyzing the movement data of dogs, specifically looking for any unusual patterns or behaviours. Key details: - The data is stored in CSV files. - The primary purpose of the model is to identify anomalies in the movement of dogs. Ideal skills and experience: - Proficient in Python and its data science libraries (Pandas, NumPy, TensorFlow, Keras). - Extensive experience with LSTM models and anomaly detection. - Strong understanding of working with time series data. - Experience in handling and proces...

Pada abad kekosongan hiduplah seorang bayi yg lahir di Ngawi utara diberi nama ambashall sejak kecil lingkungan ambashall memang keras dan banyak sekali perampokan yg terjadi yang membuat ambashall terbiasa dalam hal kekerasan namun sejak kematian sang ayah nya yang seorang kapten kapal bajak laut yg kapal nya karam setelah diterjang badai petir yg sangat besar membuat dia memiliki minat dengan dunia bajak laut di awal ambashall membeli kapal dari seorang bajak laut yg pensiun lalu ambashall mengumpulkan para anak buah nya saat mencari anak buah dia menemui seorang yg tergeletak di pinggir pantai dia lalu dia mengobatinya dan ternyata dia adalah navigator handal yg kapalnya hancur ketika Ditembak dengan kapal bajak laut lain setelah 3 tahun dia berhasil mengumpulkan banyak anak buah...

kepada tujuan diri anda dan jangan mengambang tujuan anda keras dan kerja cerdas orang" yang tidak bermanfaat untuk anda ada dalam kesulitan berusaha lah untuk mencari jalan solusinya jangan langsung menyerah ke uangan anda dengan bijak punya gaya hidup yang mewah sebelum anda menjadi orang yang sukses terlalu bangga untuk di puji seseorang teman yang bisa membantu anda untuk kerja sama terlalu percaya kepada orang di sekitar anda lah dari zona nyaman mu

...experience in Machine Learning to design and deliver a practical 12-week course aimed at participants who want to acquire market-ready skills. Proven expertise in Machine Learning, especially in areas such as predictive modeling, data processing, and supervised/unsupervised learning. Previous experience as a trainer or course designer (online or in-person). Proficiency in tools like Python, TensorFlow, Keras, Scikit-learn, or similar. Ability to clearly explain complex concepts in a practical and approachable manner. Strong teaching skills and a focus on active learning. Must be fluent in Spanish (spoken and written). Design a 12-week structured course with theoretical and hands-on modules. Provide real-world examples and practical projects to ensure skill application. Optiona...

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 ...

This is for a food catering service. Looking at the logo should evoke a craving and create an irresistible urge to order the food. I want the logo to look very similar to the example provided. The main difference is that instead of "YummyPella," it needs to say "YummyPaella" with an "a" between P and e. Maintain the current look and feel. Additionally, create a version of the logo that includes only the letter "Y" and the shrimp on top. The deliverables include both logos in HD, in photoshop with layers and a version in black and another in white.

...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...

I am seeking a skilled freelancer to develop an Indian Sign Language (ISL) translation system. The objective of this project is to create a robust machine learning model, preferably a Convolutional Neural Network (CNN), capable of translating ISL gestures and providing real-time inference functionality. Additionally, the project should include a comprehensive report detailing the methodology, model architecture, data processing, and final results. Project Deliverables: Python Code: Complete and well-documented Python code for the ISL translation model as well as for its infernce . Live Inference Capability: A functional setup for real-time inference that demonstrates the model’s capability to translate ISL gestures live. Comprehensive Report: A detailed report including: Pro...

I'm seeking an experienced mobile app developer and machine learning expert to create an Android app integrated with a CNN-based own made ML model. This app will assess the severity of diabetic retinopathy using a pre-existing dataset from Kaggle. Key Features: - The app must be able to rate the severity of diabetic retinopathy from user-uploaded images. - It should include an image upload history feature for users to track their past uploads. Ideal Skills: - Proficiency in Android app development. - Extensive experience with Convolutional Neural Networks (CNN) and machine learning. - Previous work on integrating ML models into mobile apps is a plus. Please provide examples of your prior work that align with this project.

...representative samples of various objects and conditions. 2. Preprocessing Pipeline: - Develop a robust preprocessing pipeline to clean, augment, and prepare the dataset for training. - Implement techniques such as normalization, resizing, and data augmentation to enhance model performance. 3. Model Training: - Select and implement appropriate object detection algorithms (e.g., YOLO, SSD, Faster R-CNN). - Train the model using the preprocessed dataset and optimize hyperparameters for improved accuracy and efficiency. 4. Testing and Validation: - Conduct thorough testing of the trained model to evaluate its performance. - Use metrics such as precision, recall, and F1-score to assess the model's effectiveness. - Perform validation on a separate dataset ...

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 ...

I am seeking a skilled freelancer to develop an Indian Sign Language (ISL) translation system. The objective of this project is to create a robust machine learning model, preferably a Convolutional Neural Network (CNN), capable of translating ISL gestures and providing real-time inference functionality. Additionally, the project should include a comprehensive report detailing the methodology, model architecture, data processing, and final results. Project Deliverables: Python Code: Complete and well-documented Python code for the ISL translation model as well as for its infernce . Live Inference Capability: A functional setup for real-time inference that demonstrates the model’s capability to translate ISL gestures live. Comprehensive Report: A detailed report including: Pro...

Question: NaN Error During Gradient Calculation in CycleGAN Training; How to solve this Description: Hello, I am a master’s student in the Department of Electrical and Electronic Engineering, working on AI training for image correction (image-to-image transformation) using Python TensorFlow. My current setup involves training a CNN with CycleGAN. I am encountering an issue during training. Specifically: Training setup: 1,500 images, learning rate 2e-4, up to 20 epochs. The issue: During training, the first NaN error occurs when calculating gradients of forward generator and inverse generator both, at epoch 9. This makes others NaN also and training fails. When I set the learning rate to 2e-5, which is smaller, but the error also occurs around epoch 162. What I’m l...

...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...

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

...kertas. Hal ini membuat proses daur ulang menjadi sulit dan berdampak buruk pada lingkungan. Tujuan: Membuat tempat sampah pintar (smart trash bin) yang bisa mengenali jenis sampah secara otomatis dan membantu masyarakat memilah sampah dengan lebih mudah. Tim Proyek: 1. Thea (Koordinator Proyek): Mengatur jadwal, distribusi tugas, dan evaluasi hasil. 2. Ardian (Teknisi): Mendesain perangkat keras seperti sensor dan komponen elektronik. 3. Ashrafi (Programmer): Menulis program untuk algoritma pengenalan jenis sampah. Tahapan Proyek: 1. Penelitian Awal: Melakukan survei kepada warga tentang kebiasaan membuang sampah. Mempelajari teknologi sensor yang mampu membedakan bahan sampah (misalnya sensor warna atau logam). 2. Desain Prototipe: Membuat desain awal tempat sa...

...Provide detailed mathematical equations or formulations for the customized algorithm and model architecture. We can discuss the specific details of the model and datasets further, along with your proposed approach. Requirements: Proven experience in fine-tuning and customizing ML models. Strong understanding of machine learning framework PyTorch. Ability to implement novel changes to ML models CNN/transformers. Please provide examples of relevant past work or projects you've completed. Task 0 Hierarchical multimodal transformers for Multi-Page DocVQA GRAM: Global Reasoning for Multi-Page VQA image newspaper dataset(will share link later) Task 1 Till now when we give input embeddings to the transformers they just go parallel they don't relate with each other. We wa...

Berikut adalah deskripsi lengkap tentang freelance: Definisi Freelance adalah pekerjaan independ...Buat portofolio yang menarik. 3. Berikan pelayanan yang baik. 4. Komunikasikan dengan klien secara efektif. 5. Terus belajar dan berkembang. 6. Manfaatkan platform freelance. 7. Jaga kualitas kerja. 8. Atur waktu dan prioritas dengan baik. Persyaratan 1. Usia minimal 18 tahun. 2. Keterampilan teknis sesuai bidang. 3. Pengalaman kerja (opsional). 4. Pendidikan yang relevan (opsional). 5. Perangkat keras dan lunak yang memadai. 6. Koneksi internet yang stabil. Sumber Daya 1. Situs web freelance. 2. Buku tentang freelance. 3. Kursus online. 4. Komunitas freelance. 5. Blog tentang freelance. Apakah Anda ingin tahu lebih lanjut tentang freelance atau membutuhkan bantuan memulai karir fr...

I'm seeking an expert in computer science and CNN image processing for the publication of a paper. The focus will be on image classification techniques applied to medical imaging. Key Requirements: - Expertise in Convolutional Neural Networks (CNN) and image classification. - Experience in the field of medical imaging. - Strong research and academic writing skills. - Previous experience with paper publication is preferred. The ideal candidate would be able to develop innovative CNN-based image classification methods for medical imaging, potentially for applications like tumor detection or organ segmentation. Creativity and a deep understanding of CNNs and medical imaging are key to this project's success.

...modify some existing GitHub code into a single, error-free Colab file. The project involves creating a fully functional text summarization system using the T5/bert transformer model, with both copying and coverage mechanisms. Key project details include: - Utilizing the CNN/DailyMail dataset for training and testing - Implementing ROUGE and BLEU as evaluation metrics Ideal candidates should have prior experience with transformer models, specifically T5/bert, and be proficient in Python and TensorFlow. Familiarity with the CNN/DailyMail dataset and the evaluation metrics mentioned will be a significant advantage. The goal is a fully operational, cleanly organized codebase that runs smoothly on Google Colab. Please include performance optimization to ensure fast an...

I'm seeking a skilled Python developer to help with web scraping from various news sites. The objective is to gather headlines and articles on a daily basis. Key Require...Experience with error handling and retries in web scraping tasks - Ability to integrate and retrieve data from APIs if scraping fails - Proficiency in data cleaning and normalization - Knowledge of scheduling scraping jobs using tools like cron - Knowledge of using proxies to prevent IP blocking Please include examples of relevant past projects in your bid. Please scrape from major news sites like CNN, BBC, and Reuters and Tech news sites as well when sending bid please send your approach to this problem i have around 20-30 sites for which i want a cron to run in flash everyday scrap the main content of ...

I'm looking for a website designer who can create a multi-page layout similar to Example A, specifically incorporating its layout structure. Key Requirements: - Ability to mimic the layout structure of Example A - Expertise in multi-page website design - Familiarity with responsive design principles to ensure the site is mobile-friendly Ideal Skills and Experience: - Proven track record of website design - Strong understanding of layout structures and design principles - Ability to deliver high-quality, visually appealing designs

I'm in need of a seasoned Data Scientist and Machine Learning Engineer to help me with the analysis and modeling of time-series data. Your primary responsibilities will involve: - Working with time-series data - Conducting forecasting analysis - Preprocessing time-series data to ensure qual...analysis and results - Documenting all steps and methods used in the analysis Ideal candidates should have: - Research level experience in data science and machine learning - Proven track record in handling time-series data - Expertise in forecasting - Ability to work independently and deliver quality results within deadlines Note: we want Models other than these basic models(LSTM, GRU, XGboost,CNN,RNN, etc or any low performance models) Please provide examples of previous relevant wo...

I want to create a few lines of code related to a PineScript TradingView strategy based on one TradingView indicator. Basically, I need the and the based on conditions that I will provide. Please, only answer if you have experience in TradingView and PineScript.

...expert to develop an application that processes and analyzes RAMAN spectra using a Convolutional Neural Network (CNN). This application should include specific preprocessing steps and be able to identify compounds from the spectra. Key Requirements: - Develop a MATLAB application for RAMAN spectra analysis. - Use a Convolutional Neural Network (CNN) for the analysis. - Implement preprocessing steps including baseline correction, noise reduction, and peak normalization. - The output of the application should be the identification of compounds from the RAMAN spectra. Ideal Skills and Experience: - Strong proficiency in MATLAB. - Extensive experience with Convolutional Neural Networks (CNN). - Familiarity with RAMAN spectroscopy. - Proven track record in developing s...

Spyglas,VCS,DC,DFT,Verdi,Catapult,Synplify,VerilogXL,Virtuoso,Xcelium,Spectre,Allegro,Vivado,Quartus,ModleSim, Matlab,Octave,Signal Generator,Logic Analyzer,Anaconda,Tensorflow,Keras,Darknet ,notepad++. Language mastery: Verilog,SystemVerilog,UVM,C,C++,VHDL,Python,Firmware etc. Familiar with using: Linux, Windows,Unix,MS-DOS,FreeRTOS. PreviousFields: AISC/IP/IC design,SOC design/verification,FPGA Design/Verification and debugging,AI (especially deep learning),complex digital systems,complex communication systems,mixed digital and analog systems. Work experience focused in Beijing China 5+ years of ASIC experience and 10+ years of FPGA experience, experienced Senior Technical Lead with a demonstrated history of working in the semiconductors industry. Part of 5+ tape outs....

I'm seeking an expert in machine learning to design a ML model to predict milk production yield. Please refer to the dataset, before the dataset: Cow images for milk yield prediction, Kaggle: awrencejembere/cow-images-for-milk-yield-p...seeking an expert in machine learning to design a ML model to predict milk production yield. Please refer to the dataset, before the dataset: Cow images for milk yield prediction, Kaggle: awrencejembere/cow-images-for-milk-yield-prediction. I just need to design a 2 ML models to predict yield: 1 is for the side's images and one for the rear images. Notes: - you can use VGG, Res-Net, Google Net, CNN. - Different plots analysis should be presented with explaining the befits of them. - Steps should be explained. - Evaluate the results with...

I'm looking for an expert in PyTorch and Detectron2 who can help me with masking people and vehicles in images. The main tasks are: - Utilize the 6 New Baselines with LSJ and Rxx-FPN from the model zoo. - Implement the object detection and segmentation model to mask persons and vehicles in a given dataset. - Ensure the model is accurately detecting and masking the persons and vehicles. W...detecting and masking the persons and vehicles. We will use the pretrained models. The ideal freelancer would have extensive experience with Detectron2, PyTorch, and object detection. Once everything runs local, it shall be proted to gcp cloud run services. A cloud run service is allready functional, but with another pretrained model, basing on yaml (COCO Instance Segmentation Baselines with Mas...

I am looking for a freelancer who can help me with the segmentation and classification of 3D brain tumors in MR images using deep learning. I prefer to use a Convolutional Neural Network (CNN) for this project. I already have a specific dataset in mind, so the freelancer can use that for the project. The required performance metric for the model is accuracy. I am looking for someone with experience in deep learning, specifically with CNNs and medical image analysis. The ideal candidate should have knowledge and experience in the following areas: - Convolutional Neural Networks (CNN) - Medical image analysis - Python programming language - TensorFlow or PyTorch framework - Experience in data preprocessing to clean and prepare medical MR images for analysis. - Knowledge of var...

I'm looking for an expert in deep learning and CNNs to train and test a 1D CNN model with task-based EEG data. The primary goal of this project is to analyze epilepsy seizure events using this model. Key Responsibilities: - Preprocess and analyze the provided EEG data from task-based activities. - Train and test a 1D CNN model on this data. - Interpret the results and provide insights on the model's performance in detecting seizure events. Ideal Skills: - Proficiency in deep learning, particularly with CNNs. - Experience with EEG data analysis. - Strong programming skills in Python or similar language. - Ability to interpret complex data and provide clear insights.

...data. Provide clear documentation of the model development process, including data preprocessing, model architecture, and evaluation. Collaborate with our team to integrate the prediction model into a gold trading website. Requirements: Proven experience in machine learning and deep learning, specifically in time-series forecasting. Proficiency in Python and libraries such as TensorFlow, PyTorch, Keras, or equivalent. Experience with financial or commodity price prediction models is a plus. Strong knowledge of data preprocessing techniques for time-series data. Ability to explain and document technical concepts clearly. Familiarity with concepts like LSTM, GRU, or SGRU is preferred. Strong problem-solving skills and attention to detail. Deliverables: A trained and validated gol...

I am seeking a deep learning expert to improve and train a deep learning CNN model that learns from a labeled 2d image dataset. Each example contains a transmission signal image as data and a received signal image as label. Model should learn the relations between the data and labels and should be able to predict the received grid when given a new input transmission signal image. - Training Dataset is available. - A untrained base CNN model is also available. The final goal is to modify and train this model so that it can predict received signal images with high accuracy (very less mean square error).

...(e.g., press releases, new articles, speeches, and comments) from 255 hospitals from both conventional media and official hospital website during 2016-2022. The conventional media consisted of newspapers and business magazines which can use Google News to search 10 preeminent sources in the USA including ABC News, New York Times, Reuters, USA Today, Fox News, Wall Street Journal, Washington Post, CNN, Economist, and Forbes. Requirements: 1. Extract data from the specified news sources. 2. Collect news information that mention the hospital name, either in the news title or content. 3. The final output file must include the following columns: - News source - Hospital name - News title - Publication date - Author name - News content - News URL 4. For data organizatio...

...kertas. Hal ini membuat proses daur ulang menjadi sulit dan berdampak buruk pada lingkungan. Tujuan: Membuat tempat sampah pintar (smart trash bin) yang bisa mengenali jenis sampah secara otomatis dan membantu masyarakat memilah sampah dengan lebih mudah. Tim Proyek: 1. Thea (Koordinator Proyek): Mengatur jadwal, distribusi tugas, dan evaluasi hasil. 2. Ardian (Teknisi): Mendesain perangkat keras seperti sensor dan komponen elektronik. 3. Ashrafi (Programmer): Menulis program untuk algoritma pengenalan jenis sampah. Tahapan Proyek: 1. Penelitian Awal: Melakukan survei kepada warga tentang kebiasaan membuang sampah. Mempelajari teknologi sensor yang mampu membedakan bahan sampah (misalnya sensor warna atau logam). 2. Desain Prototipe: Membuat desain awal tempat sa...

...representative samples of various objects and conditions. 2. Preprocessing Pipeline:   - Develop a robust preprocessing pipeline to clean, augment, and prepare the dataset for training.   - Implement techniques such as normalization, resizing, and data augmentation to enhance model performance. 3. Model Training:   - Select and implement appropriate object detection algorithms (e.g., YOLO, SSD, Faster R-CNN).   - Train the model using the preprocessed dataset and optimize hyperparameters for improved accuracy and efficiency. 4. Testing and Validation:   - Conduct thorough testing of the trained model to evaluate its performance.   - Use metrics such as precision, recall, and F1-score to assess the model's effecti...

Need to create a new website this is my current website and this is example I want the same Quality like example all graphics needs to be like the example as well write " GREEN " in your bid if u can do