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    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 durumun...

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    - 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.

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    tek bir örnek anylogic programinda yapilip raporlanicak. 2 sayfa rapor yeterli. Programa az biraz hakim olan birine, benim örnegim oldukca kolay gelicektir

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    More details: What is the purpose of the structures you want to build? Residential buildings How many different design variations do you want for the structures? One design What specific features are you looking for in your residential building's design? Glulam arches and connected roof

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    As the head of this exciting project, I’m searc...and interactive mobile application that uses CNN, MobileNet, and VGG architectures for melanoma detection. Key Deliverables: • Design and implementation of a robust and efficient deep learning model, capable of increasing the accuracy of melanoma detection. • The model should be built on platforms like Keras, PyTorch, and TensorFlow. Skills and Experience: • Extensive experience with deep learning and neural networks, particularly with CNN, MobileNet, and VGG. • Proficient in using Keras, TensorFlow, and PyTorch. • Proven track record in mobile application development, preferably experienced with creating interactive interfaces for complex applications. If this project sounds right up you...

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    I'm in need of an experienced Python developer to build an ultra-fast Convolutional Neural Network (CNN) model for a tabular dataset. The primary purpose of this model will be cla...- binary - 8 classes - 48 classes Key deliverables: - A highly efficient and fast CNN model - Clear documentation of the code and steps involved in the development process. - The dataset classification needs alot of balancing Preferred Experience and Skills: - Strong expertise in Python programming - Proven experience in CNN model development for data classification - Familiarity with Keras, TensorFlow, or PyTorch is a plus, although it's not mandatory since I haven't specified any particular library or framework. Ultimately, I require an expert who can build this model with sup...

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    My project focuses on refining the existing model used for oil flow forecasting in pipelines. While the current model employs a weighted average technique, there's a need to reduce the forecasting error. Therefore, I'm looking for someone with: - In-depth knowledge and experience with forecasting models such as ARIMA, SARIMA, Prophet, and LSTM. - Track record of successful performance enhancement in forecasting models. Your main task will be to - Review and understand the existing baseline model. - Identify shortcomings and avenues for improvement. - Develop and implement solutions aimed at specific goal of reducing the forecasting error. Ample experience and a strong understanding of forecasting models are essential, as the project calls for the ability to critically...

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    Deep Learning 4 gün left

    More details: Which industry or field is your project related to? Computer Science and Engineering What is the main objective of your deep learning project? 1. To implement A3C algorithm with LSTM for autoscaling in Mobile Edge Computing. 2. To implement PPO for autoscaling in Mobile Edge Computing. What programming languages are you comfortable working with? Python

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    HERE EXAMPLE OF VIDEO. FEEL FREE TO CONTACT ME I NEED FAST AND GOOD JOB, THANKS

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    ...Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision. - Proven experience (3+ years) in developing and optimizing computer vision models, specifically in key point detection using OpenPose and other relevant technologies. - Proficient in machine learning and deep learning frameworks such as TensorFlow, PyTorch, Keras, etc. - Strong programming skills in Python and familiarity with C/C++. - Experience with GPU programming and optimization techniques. - Solid understanding of image and signal processing. - Demonstrated ability to work collaboratively in a team environment and communicate effectively. - Creative problem-solving skills and a passion for innovation. What We Offer: - A dyna...

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    I'm seeking an experienced freelancer to implement four deep learning models for deepfake image detection. The selected models should include: - Convolutional Neural Network (CNN) - Generative Adversarial Network (GAN) - Long Short-Term Memory (LSTM) - A fourth model of your recommendation Three datasets will be used for training and validation. I prefer the usage of CelebA, the Deepfake Detection Dataset (DFD), and UADFV, but I am open to other high-quality image datasets. The analysis of these models should include: - Accuracy evaluation - False positive and false negative analysis - Comprehensive comparison of model performance The ideal candidate will have extensive experience in deep learning, particularly with CNNs, GANs, and LSTMs. Proficiency with image dataset han...

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    I require a Machine Learning expert who can proficiently work on A3C with LSTM and PPO using a Transformer or LSTM in Java (DeepLearning4j). The goal of the project is not specific, but involves skillful use of these ML algorithms. The freelancer can choose the path they find best, based on their expertise in either classification, regression or clustering. Ideal skills for this project would include: - High proficiency in Java - Firm understanding of machine learning, specifically with A3C, LSTM, and PPO - Experience with Transformer/LSTM - Problem-solving skills When bidding please include: - Relevant Experience - Past work in this area - A detailed proposal on how you would operate in this project I look forward to working together on this rich AI en...

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    ...ramah lingkungan. *Investor:* Itu terdengar luar biasa! Berapa lama waktu yang dibutuhkan untuk mengembangkan teknologi ini? *Pimpinan Proyek:* Kami memperkirakan proyek ini akan memakan waktu beberapa tahun untuk pengembangan awal, namun dengan dukungan penuh, kita bisa menjadi pionir dalam revolusi energi laut. *(Adegan berpindah ke situs pengembangan, di mana para insinyur dan teknisi bekerja keras membangun instalasi pertama mereka di lepas pantai.)* *Insinyur:* Kita hampir selesai dengan pembangunan instalasi pertama. Begitu sistem ini beroperasi, kita akan mulai mengumpulkan data untuk menyesuaikan teknologi agar lebih efisien. *(Adegan akhir menampilkan kapal penelitian yang berlayar kembali di atas matahari terbenam yang indah, sementara layar hitam muncul dengan kat...

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    I am seeking an experienced individual who can assist me in creating a Deep Learning Model. Requirements: -Proficiency in various deep learning frameworks such as TensorFlow, PyTorch, or Keras. -Knowledge of image recognition, natural language processing, and time series forecasting in deep learning. -Successful freelancers should include past work experiences, detailed project proposals, and any relevant experience in their applications. Please frame your application with encountered challenges and the solutions provided in past projects. Demonstrating problem-solving capability is crucial. Expertise in the above-mentioned deep learning framework is preferred but not mandatory as the specific framework to be utilized hasn't been decided yet. This project will involve pro...

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    I am seeking a skilled graphic designer to revise the typography in my current logo. The specifics are as follows: - Typography Adjustment: This is the main requirement of this project. You should have extensive knowledge and experience in typographical design. It's not required, but if you have any style recommendations, such as serif, sans serif, or script, they would be appreciated. Importantly, this task is time-sensitive and I am looking to have the project completed as soon as possible. Expertise in rapid and efficient work will be an added advantage. Please ensure your bid reflects this urgency.

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    I am looking for a skilled Python programmer with advanced proficiency to implement a python script that trains a trading bot. The bot will leverage Proximal Policy Optimization (PPO) and Long Short Term Memory (LSTM) which is detailed described in the paper: In particular, I'd like to: - Develop a bot that given the input signals/window gives either a sell/hold/buy signals - Use the methods/parameters/data mentioned in the paper - The model should be trained and evaluated in the way the paper describes. - The evaluation data should be visualized with the signals (buy and hold) The stock OHLCV data for the task will be provided. Applicants should: - Have an advanced level of proficiency in Python programming. - Have

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    Hi there. I need a working example of Square's latest Web Payments form based on their PHP SDK. It came out over a year ago and they gave all these how to convert tutorials, but it's a super confusing migration. I just need a working example where I can paste my API Application ID and Application Secret in and process a real credit card. Simple. I just want an example that I can get working for processing credit cards. And tell me exactly which things to paste over with my own info. Thanks!

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    14 
app folder ✔ What is your project named? … profi_file_upload ✔ Would you like to use TypeScript? … No / Yes ✔ Would you like to use ESLint? … No / Yes ✔ Would you like to use Tailwind CSS? … No / Yes ✔ Would you like to use `src/` directory? … No / Yes ✔ Would you like to use App Router? (recommended) … No / Yes ✔ Would you like to customize the default import alias (@/*)? … No / Yes It's a very simple task; in the already created and empty project, only components for uploading photos need to be made. In the project, a backend endpoint is already made that accepts multipart/form-data. The assignment already includes a repository with the application, so it's really not about creating the whole application; I only need the...

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    In this important research project, I am seeking a seasoned researcher with expertise in machine learning, specifically long short-term memory (LSTM) algorithms, to delve into the intricate world of session-based recommendation systems for volunteer work. This ambitious project requires: - In-depth knowledge and research experience in LSTM algorithms, to ensure robust recommendations - Strong familiarity with volunteer work, though the focus is broad and not confined to any specific area - Proficiency in academic writing presenting complex information clearly and concisely Vital specifics to note: - The expected deadline is 1 day from the project commencement, indicating a need for professionals who can work effectively under tight deadlines. I require ieee format with ...

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    ...Learning/Deep Learning: image classification and analysis (e.g., CNNs, ResNet, InceptionV3, EfficientNet). • Computer Vision: feature extraction, object detection, and image processing. • Data Science: ability to work with large datasets, including data cleaning, augmentation, and analysis. Knowledge of statistical analysis and predictive modeling. Tools and Technologies: • Python, TensorFlow, PyTorch, Keras, and OpenCV. • Dataset Handling. Experience in managing and processing large and diverse datasets • AI Model Optimization, such as model pruning, quantization, and distillation. • Data protection knowledge such as GDPR and know how to implement privacy-by-design principles. Project Overview Objectives • Customization and Enhancement: Ada...

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    I require an expert-level computer science professional to collaborat...require an expert-level computer science professional to collaborate on an epilepsy-focused project using deep learning models. Key components include: - Expertise in utilizing Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), and RESNET-152 deep learning models. - Experience with interpreting Electroencephalogram (EEG) data. - Ability to achieve a fast turnaround as the project completion is desired ASAP. The ultimate goal is the efficient classification of epileptic seizures with the assistance of EEG data, utilising the strengths of CNN, LSTM, and RESNET-152 models. Your significant experience in these areas will greatly enhance the successful execution of this project within the d...

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    project involves applying federated machine learning concept with lstm , cnn and random forest algorithm

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    I have this example project in django. I achieved to deploy it in lightsail AWS in development mode. I mean, running: python3 runserver SERVER-IP:PORT But, when I tried to deploy it in Production, I have this error: 500 Internal Server Error An internal server error has occured. I have followed the bitnami documentation: """ Enable Predefined Virtual Hosts For A Django Project The Bitnami installation comes with predefined HTTP and HTTPS virtual hosts for running Django projects with the mod_wsgi module. To enable them, follow the steps below: Copy the files to remove the .disabled suffix: NOTE: These files assume that the Django project is named sample and is located at /opt/bitnami/projects/sample. If your Django project is named or located differently, edit the ...

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    I'm looking for an experienced Python developer, proficient in TensorFlow and Keras, to create comprehensive notebooks covering specific machine learning concepts. Key focus areas should include: - Convolutional Neural Networks (CNNs) - Various Feature extraction techniques All work should be accomplished at a comfortable pace with no imposed time limit. Your commitment to quality and accuracy is far more crucial to me than speed. The end result should be an easily understandable and reusable code that clearly explains the above-mentioned concepts, suitable for learning purposes. Programming expertise in Python as well as proficiency in TensorFlow and Keras is a must.

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    RESPONSIBILITIES • Designing, developing, and imple...have a degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. • You have solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, GANs, LLMs. • You are proficient in Python and have experience with machine learning/LLM/Gen AI libraries and frameworks such as TensorFlow, PyTorch, Keras, Langchain. • You have a working knowledge of R. • You are familiar with cloud-based platforms and services, such as AWS, GCP, or Azure. • You have experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face. • Minimum 2+ years of experience in NLP,...

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    ...dataset management - Extensive knowledge of fraud detection The main idea of my project is to combine machine learning techniques like Random Forest, Decision Trees, Support Vector Machines, Logistic Regression, K-Nearest Neighbors, XGBClassifier, CatBoostClassifier, and others. It also needs to include deep learning methods like Convolutional Neural Networks, Long Short-Term Memory, Bidirectional LSTM, DCN, ANN, RGU, GNN, and more. Whilst the project's specific focus was not determined, a successful candidate would ideally balance conceptual development and practical implementation of the algorithms. Having innovative ideas and the ability to bring them to life is essential for this job....

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    Please message a sample of the work. Will be a shrunken heads search cartoon page. Jungle scenes. Coupoek, pretty girls dressed like jungle girls. Needs to be all shrunken heads, and sexy ladies.. I can provide images of the ones I want to be made into a scary looking B & W cartoon page. I want the look look the file attached. I am on the lookout for a talented comic book artist to assist with creating 1-10 pages of captivating artwork. The specific style isn't set in stone, so feel free to bring your unique interpretation to the table. Details for the job are as follows: - The dimensions must be 8.5" x 11" plus bleed - The resolution should be at 300 DPI - The final deliverables need to be in both PDF and JPG formats Ideal candidates for the job should exhibi...

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    I'm looking for a skilled professional who can develop a Convolutional Neural Network Long Short-Term Memory (CNN LSTM) Model. T Key details: - CNN LSTM Model for Accuracy - It should handle audio data successfully and accurately. - The model needs to perform sentiment analysis, text classification, and named entity recognition on the text data it handles. Ideal Skills and Experience: - Strong knowledge and expertise in CNN LSTM Models. - Experience with image recognition and audio data. - Proficiency in sentiment analysis, text classification, and named entity recognition. Your technical prowess in developing complex models will be a significant factor in the project's success. If you thrive on challenge and are excited about advancing image recognitio...

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    I'm looking for an individual who specializes in improving the user experience of digital platforms. With a gap in my current system, your primary responsibility would be to enhance the overall user experience throughout the platform. I believe that a successful freelancer for this project should be able to present: - A portfolio of their past work relevant to user experience - Proven experience in interface design and presenting new ideas to existing platforms Unfortunately, I can't provide specifics on the areas like navigation, design, or loading speed that need improvement. However, a review of your past work would indicate your ability to understand and work effectively within these areas. Ideal Skills: - Experience with UI/UX design - Knowledge of modern interface trend...

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    As a new enterprise, we're delving into AI and machine learning, focusing on the accuracy of (LSTM) and Convolutional Neural Network (CNN) models. With this project, our main goal is to comprehend these models' reliability and efficiency, particularly targeting professionals in the industry. We are in search of freelancers with: - Extensive experience in designing, developing, and evaluating LSTM and CNN models - Proficiency in machine learning and AI - Strong knowledge of model accuracy metrics - The ability to effectively communicate complex concepts to a professional audience Please, include in your application: - Your experience with LSTM and CNN models - Specific examples where you improved model accuracy Looking forward to your applications.

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    ...task to arrange the existing design or structure (which is also not bad) to match the example design/structure provided. It will NOT require adding any new features; however, some knowledge of PHP/Laravel may be needed to populate some content/sections that may not be available in the current design (for example, if featured posts are not showing in the contemporary design). Some level of coding knowledge may be needed. However, it is a design change task. The changes are primarily needed for six pages. Home page, Listing projects page, Project details page, Profile pages, Dashboard page, my projects page. For each page, I will provide an example link for the sample page. Original page link and example page link You do not need to integrate a new theme/te...

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    To implement an LSTM neural network model in Python, which can predict the state of charge of a battery. The battery state ranges from 0 to 100% and follows discharge and charge cycles. The avaible dataset has several parameters, but we are interested in the column State_of_Charge. The model must be validated with mae,,mse and rmse. Plotting the performance of the training set, the test set and the predicted data in 3 different colours, The model must be usable in this way. I have a collection of 10 consecutive measurements of the state of charge of a battery I want to predict via the model the trend in the next X time instants (e.g. X=20).

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    ...am currently embarking on a research project focused on enhancing IoT security through the development of an LSTM (Long Short-Term Memory) model capable of detecting anomalies. My aim is to pioneer preventative measures against potential security threats within IoT systems. This research does not involve live IoT network infrastructures nor specific IoT devices like temperature sensors, motion detectors, or humidity sensors. Instead, it operates within a simulated environment designed for research purposes, with a keen interest in identifying and analyzing security-related anomalies. ### Ideal Skills and Experience: - Proficiency in deep learning, specifically with experience in LSTM models. - Understanding of IoT security challenges and familiarity with common security ...

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    I am on the hunt for an exceptional BTC/USDT trading Algorithm developer with expertise in Java, Python, and JavaScript. Profound knowledge in machine learning and deep learning will be advantageous. You will be responsible for the development of a unique software that mirrors the vision of our project. Key Responsibilities *Time series models like ARIMA ,STL , LSTM networks etc. * Machine learning models like regression models, decision trees, random forests, support vector machines etc. *Deep learning models, such as recurrent neural networks and convolutional neural networks etc. *Reinforcement learning techniques, such as Q-learning or deep reinforcement learning etc. *Technical analysis using various indicators or combinations of indicators to generate noise free, statistical...

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    ...application that leverages computer vision technologies for gesture recognition. This project involves the classification, detection, tracing, and segmentation of specific gestures - namely hand waving, and an interesting challenge, the detection of street banner installation activities. I need a summary of the application field, data type, data no, and details for each dataset; framework (tensorflow, keras, pytorch); architecture (ex. yolo, ResNet, pre-trained); MI output results, score and reports, in addition to the actual data db. ; **Core Project Requirements:** - The system must proficiently identify and classify 'hand waving' gestures and activities akin to 'street banner installations'. - It needs to run seamlessly on both Windows and Linux platforms, ...

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    ...be it Object Detection, Facial Recognition, or Image Classification. I am open to any of these as long as the project is innovative and challenging. - **Dataset:** Utilization of a publicly available dataset for the project to ensure accessibility and feasibility. ### Skills and Experience Required: - **Technical Proficiency** in Python and familiarity with AI & ML libraries such as TensorFlow, Keras, or PyTorch. - **Experience** in working with computer vision projects, especially those that involve object detection, facial recognition, or image classification. - **Ability to Conduct Research** to select the most suitable publicly available dataset for the project. - **Report Writing Skills** to compile the project's findings, methodologies, and results into a comprehe...

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    ...diabetic retinopathy using image data. This project aims to leverage the potential of AI in medical diagnostics, with a focus on enhancing the precision and reliability of diabetic retinopathy identification. ### Ideal Skills and Experience: - Proficient in AI and ML technologies, with a strong emphasis on image processing and classification algorithms. - Extensive experience with Python, TensorFlow, Keras, or similar frameworks. - Background in medical imaging, computer vision, or related fields. - Familiarity with dataset augmentation and handling large volumes of image data. - Proven track record of developing high-accuracy ML models, preferably in healthcare. ### Requirements: - Develop an ML model capable of accurately classifying diabetic retinopathy from retinal images. ...

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    In our project how we want to show output like :If we show hand signs the computer able recognize the handsigns and give the sentence in text format and it need to come with audio. Eg:If i show "Can i help you" in hand sign gesture the output be like "Can i help you" in audio and text format. Algorithm:Bidirectional Lstm and CNN we want interface for our project whether it is mobile app or web app. Note:!!! Dataset available(Indian sign language format)

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    ...is secure against cyber threats and reliable enough for commercial use. -Advanced Indicator Combinations: Go beyond classic indicators like Moving Averages, RSI, MACD, Fibonacci Retracement, and combine them in unique ways. Timeframe Diversity: Demand a system capable of analyzing data across different timeframes and harmonizing them. AI-Based Prediction Models: Use deep learning models like LSTM to predict price movements. Reinforcement Learning: Request models that can adapt to dynamic market conditions and refine their strategy over time. Market Sentiment Analysis: Seek a system capable of analyzing market sentiment from news, social media, and other alternative data sources. Economic Indicators: Demand a system that can analyze macroeconomic data and news. Risk Managem...

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    I am looking for a skilled machine learning engineer or data scientist, proficient in Python, to build four large language models trained specifically for biomedical named entity recognition. My requirements are: - Develop large language models to perform biomedical named entity recognition. - Models must be built using Python. Knowledge in TensorFlow, Keras or PyTorch is helpful. - Models will be trained using a specific dataset I will provide, so experience in training language models with specific datasets is essential. - Ideally, you should have experience or understanding in bioinformatics. - Provide thorough documentation on the model architecture and training process. This project aims to extract meaningful information from biomedical text, your contribution will significan...

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    I have provided an Example image, I need that to be created from scratch with original art, not stock images or licensed images from other sources. I need someone truly skilled at cartoon drawing that can take the image example along with the other reference images and create a new piece. Notes: The overall design should look similar to the Example image in terms of layout You may use the screw image, but I would prefer a new one or at least something stylized The Viper image is an example of how I would like the snake to look, more cartoonish.

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    ...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

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    I'm looking to work with a creative and talented designer to develop a logo for my brand. A key requirement for applicants is to showcase their past work. I have a unique style in mind, influenced by modern and minimalist principles, and I have an example ready to share to guide your creative process. Ideal candidates will have a keen eye for clean and stylish design, and extensive experience in logo creation. Your involvement in this project could potentially lead to further collaboration on graphic design needs for our brand.

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    ... **Ideal Skills and Experience:** - Expertise in Machine Learning and Artificial Intelligence, particularly in the realm of image recognition. - Strong background in software development with experience in creating applications for agricultural or biological research. - Proficiency in programming languages like Python, with knowledge in libraries and frameworks such as TensorFlow, PyTorch, or Keras that are relevant for developing image recognition features. - Previous work on similar projects or familiarity with agricultural sciences is a plus, though not strictly necessary. This project promises to be at the cutting-edge of technology in agriculture, offering significant benefits to farmers, researchers, and the agricultural industry at large by facilitating precise crop vari...

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    ...classification model that accurately categorizes images into 10 predefined classes. **Requirements:** - Experience in machine learning, specifically in building and training classification models. - Proficiency in handling image data, with a keen eye for detail to ensure high accuracy in classification. - Strong coding skills in Python, including familiarity with libraries such as TensorFlow, Keras, or PyTorch. - Ability to preprocess and clean image data to optimize model performance. - A creative problem-solving approach to handle classification challenges. **Ideal Skills and Experience:** - Previous experience with image classification projects. - Strong portfolio showcasing similar machine learning projects. - Excellent understanding of machine learning algorithms and the...

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    ...cutting-edge machine learning algorithms to identify trading opportunities. The approach can be fully automated or a hybrid model that also suggests trades for manual execution. Your input on the best course of action is welcome. - **Experience and Skills:** - Proficiency in Python and libraries relevant to data analysis and machine learning (e.g., Pandas, NumPy, scikit-learn, TensorFlow, or Keras). - Previous experience in developing trading scripts or bots, with a strong understanding of the financial markets. - Ability to implement machine learning algorithms that can adapt to market conditions. **What to Include in Your Application:** Although not mandatory, including examples of past work or detailed project proposals could greatly strengthen your application. I'...

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    this will be for the first part of lstm and gru

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