Keras cnn example işler
Elimde veri seti var yabani otlar üzerine. Hazır algoritlamalarla (CNN ve YOLO türevleri gibi) eğitecek ve var olan algoritmaları geliştirecek bir görüntü işlemeci arıyorum. Bu iki sonucu kıyaslayacağım. Python ve MATLAB üzerinde yapılabilir
Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting ...
Flask ortamında CNN tabanlı derin öğrenme modellerini interaktif biçimde anlatan wiki sayfası / admin paneli 4 girişli tek çıkışlı tahmin yapan çok katmanlı algılayıcı
Akciğer kanser teşhisi yapan 3D CNN yapay zekayı colabda başarılı bir şekilde oluşturmak.
- python dili ile deep learning uygulaması yapılacak. tensorflow ve keras kütüphaneleri kullanılacak. -elimde bazı görüntüler var. bu görüntülerde toplam 5-6 sınıfa ait nesneler var. -resim üzerindeki nesneler sınıflandırılacak.
3000 tweet,17 K tweet, Reuters data setlerinde sırasıyla SVM, CNN, FastText algoritmaları kullanılarak çözümü yapı ben sizinle paylaşıcam
tek bir örnek anylogic programinda yapilip raporlanicak. 2 sayfa rapor yeterli. Programa az biraz hakim olan birine, benim örnegim oldukca kolay gelicektir
I need a simple system that consists of 2 Python programs: 1. **Program 1**: This program will train a Convolutional Neural Network (CNN) model to recognize patterns in data. The model should be saved to a file for future use. 2. **Program 2**: This program will analyze input data row by row, using the trained model from Program 1 to recognize similar patterns in an input data file representing out of sample data. Key project requirements: - Compatibility with Python version 3.12. - Able to run via JupyterLab in Anaconda, or directly from command line. - Programs should operate within a MS Windows environment. Ideal candidates for this project should possess: - Proficiency in Python. - Experience in working with Convolutional Neural Networks (CNNs), particularly for patter...
I'm looking for a skilled video editor to create a project similar to the example video provided here: Here’s what I’ll provide: - The lyrics for the video. - Video clips to be used. - Background music. Your role would be to: - Edit the video by combining the clips, music, and lyrics so they sync seamlessly. - Ensure the final product has a style and feel similar to the example video. If you can replicate this style and bring the project to life, I’d love to work with you! Please share examples of similar work if available. We would start with this project. From there, I would want you to create between 1 - 5 videos monthly.
...talented web developer with machine learning experience to create a responsive, colorful, and vibrant web application for predicting plant leaf diseases using a Convolutional Neural Network (CNN). Key Features: - Users should be able to upload pictures of their plants and receive: - The name of the disease - An overview of the symptoms - Preventive measures - Treatment options - Recommended fertilizers - The application should include a login page with email and password authentication. Ideal Skills: - Proficiency in web development - Machine Learning expertise, specifically in CNN - Experience in creating colorful and vibrant web applications - Strong understanding of UX/UI design principles - Knowledge of implementing secure authentication method...
...systems** and **smart contracts**. - Optimize AI algorithms for performance and scalability. - Collaborate with the development team to implement no-code AI tools. - Document the development process and technical details. --- ### **Requirements:** **✅ Must-Have:** - 3+ years of experience in **AI/ML development**. - Proficiency in frameworks such as **TensorFlow**, **PyTorch**, and **Keras**. - Strong programming skills in **Python** (preferred) or **JavaScript**. - Experience in developing and deploying machine learning models. - Familiarity with handling large datasets and data pipelines. **✨ Nice-to-Have:** - Basic understanding of **blockchain technology** and smart contracts. - Experience with **no-code/low-code platforms**. - Knowledge of clou...
...experienced developer for an AI deep learning stock program. The ideal candidate will have relevant experience in stock program development and deep learning. Key Requirements: - Proven track record in AI and deep learning applications, particularly in stock market - Excellent programming skills - Ability to integrate various data sources Ideal Skills: - Proficiency in Python with TensorFlow, R with Keras, or C++ with PyTorch - Strong understanding of stock market dynamics - Experience with real-time market data, historical stock data, and news and social media feeds Please note, only developers with relevant experience in AI deep learning stock program development are allowed to participate. Explaining how to create an **AI-based stock prediction program** to a developer who...
...cleaning of the dataset. Model Development: Building and training a GAN-CNN hybrid model for CHD detection. Validation: Testing and validating the model to generate results, including metrics like accuracy, sensitivity, and specificity. Deliverables: Fully functional code (Python/TensorFlow/Keras, Google Colab preferred). Final results and visualizations (accuracy metrics, confusion matrix, etc.). Proper documentation of the steps and methodology. I have an example Google Colab notebook that can be shared as a starting point. The preferred deadline is Monday, January 13, but I can extend the timeline slightly if additional time is needed to ensure quality results. Skills Required: Expertise in Python, TensorFlow/Keras, and deep learning. Experience with GAN...
...parameters and FLOPs. This requires a deep understanding of model complexity and performance trade-offs. - Advanced Data Augmentation Techniques: The use of advanced data augmentation techniques is crucial. Specifically, I want to utilize methods like Cutout or Mixup to enhance the model's robustness and generalization capabilities. - Convolutional Neural Network (CNN): The model should be based on a Convolutional Neural Network (CNN). Therefore, deep expertise in designing, implementing, and fine-tuning CNNs is required. Ideal skills for this project include: - Extensive experience in deep learning and computer vision. - Proficiency in using Python and relevant libraries such as TensorFlow or PyTorch. - Prior experience with CIFAR100 or similar datasets will be a ...
I'm in need of a service that can provide an image, a definition, and an example sentence for a significant number of words (more than 100). This is for the American Language Course, which is a book used to teach English to international military students. These words will be provided by me in sections. I have attached an PowerPoint example for section 7.1. Key Requirements: - Ability to source or create suitable images for each word. Any type of image is acceptable (stock images, custom illustrations, etc.) just as long as it appropriately represents the word. Preferably realistic. ChatGPT works. - Strong understanding of language to craft clear, concise definitions and example sentences. - Creativity and resourcefulness in finding or creating engaging and rel...
...g., price, volume, indicators). • Label the data for supervised learning (e.g., upward, downward, or sideways movement). 2. Preprocessing: • Normalize numerical data (e.g., scale prices and indicators). • Convert chart images into numerical matrices or use image processing techniques to extract features. 3. Model Selection: • Use a hybrid model combining: • A convolutional neural network (CNN) for image analysis (chart patterns). • A recurrent neural network (RNN) or transformer for sequential numerical data. 4. Training: • Feed the “before” data (images + numbers) as input. • Use the “after” data (movement labels or price changes) as the target output. • Train the model using a loss function like me...
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...
...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...
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...
