KerasPekerjaan

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.

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,...

...experience in LSTM models. - Understanding of IoT security challenges and familiarity with common security threats. - Experience in conducting research and development (R&D) projects, preferably related to IoT. - Ability to simulate IoT environments and anomalies for model training and testing. - Knowledge of programming languages and tools relevant to machine learning and IoT (e.g., Python, TensorFlow, Keras). - Strong analytical and problem-solving skills, especially in anomaly detection and security. ### Project Goals: - To develop an LSTM model that can accurately identify security anomalies in simulated IoT environments. - To contribute to the body of knowledge in IoT security by addressing the lack of efficient security anomaly detection systems. This project is an ex...

...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, ...

...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...

...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. ...

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...

...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...

... **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...

...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...

...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'...

...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'...

...online yang paling lama dan bisa dibilang senior di slot online deposit pulsa. Provider game slot asal inggris ini menghadirkan banyak sekali permainan judi, bukan hanya slot gacor saja namun terdapat permainan lainnya seperti casino online, poker online, dan blackjack. 8. Judi Slot FastSpin Penyedia game yang sangat patut anda banggakan karena berasal dari produk lokal dan merupakan hasil kerja keras anak bangsa. Tentu FastSpin menghadirkan permainan slot online gampang jackpot untuk anda mainkan. 9. Judi Slot Playstar Salah satu penyedia game slot populer dengan permainan yang tersedia sangat mudah dan tentunya beragam. Provider Playstar yang telah hadir sejak tahun 2012 untuk menemani para penggemar judi slot 10. Judi Slot Playtech Dalam Penyedia Game Slot Playtech yang sud...

I'm seeking an experienced AI developer to create a cuttin...to predict future market movements - Ensure high accuracy and reliability in forecasting to support strategic decision-making Ideal skills: - Proficiency in machine learning and predictive modeling - Strong knowledge in finance and stock market behavior - Expertise in data analysis and statistical tools - Experience with Python, R, or similar programming languages - Familiarity with TensorFlow, Keras, or comparable ML libraries - Ability to translate complex datasets into actionable insights The success of this project hinges on the creation of an AI model that not only identifies patterns but also provides a competitive edge in financial forecasting. If you have a proven track record with AI in finance, I'd lo...

...help develop a Python-based AI project. My objectives include: - Designing and implementing supervised learning algorithms. - Analyzing and interpreting visual data for pattern recognition. - Integrating image processing techniques with AI models. Ideal candidate skills: - Proficiency in Python programming. - Extensive experience with machine learning libraries (e.g., scikit-learn, TensorFlow, Keras). - Familiarity with image recognition and computer vision. - Understanding of supervised learning concepts and algorithms. - Capable of handling and processing large image datasets. - Creative mindset for innovative model development. This project requires someone with a proven track record in similar AI projects and who can efficiently train models to achieve accurate results. A...

Seeking a specialist in Computer Vision for medical imaging. Key Responsibilities: - Annotate 2D slices (masks) on 3D medical images on a s...dataset. - Perform unsupervised image segmentation on X-Ray scans (500 images). Essential Skills: - Proficiency in Python. - Experience with medical imaging datasets and labeling. - Understanding of segmentation algorithms (UNet, SAM, etc). Ideal Freelancer Profile: - Prior projects on object detection/image segmentation. - Familiarity with relevant deep learning libraries (e.g., TensorFlow, Keras). - Excellent communication and documentation skills. This project requires a meticulous approach and the ability to work with sensitive medical imaging data. Previous experience in the machine learning in healthcare technology sector is highly ...

I am a commodity trader i want prediction based on historical data available at me. and predict next candlestick before 10 second. in realtime. the software you develop will connected through api to my broker which get realtime data. and predict next candlestick based on deep learning (keras, tensorflow) nural network trained data. Essential Skills: - Proficiency in deep learning and AI - Experience with financial markets - Understanding of high-level trend analysis Requirements: - Develop a predictive model using advanced deep learning techniques. - The focus will be on recognizing and interpreting significant market trends. - The model should be adaptable for various commodities, as the specific one is yet to be determined. I have attached all the commodity data down below and...

I'm seeking an expert in Python to develop a sophis...non-blurred images with precision. The classifier needs to detect various blurring techniques with high accuracy, especially: - Gaussian blur - Motion blur The goal is for the classifier to achieve above 90% accuracy. To successfully bid on this project, you'll need: - Proficiency in Python - Experience with image processing - Knowledge in using machine learning libraries (e.g., TensorFlow, Keras) - Understanding of computer vision and image classification algorithms If you can demonstrate past projects where you've achieved similar results, that would greatly enhance your proposal. I'm looking forward to working with a detail-oriented and performance-driven developer to complete this project efficiently. ...

...primary objective of the project is to accurately classify different types of land cover in satellite images using the UNet model. If you have a strong background in machine learning and have handled similar projects, I'm eager to hear from you. Ideal Skills: - Python coding expertise. - Mastery of UNet and similar models. - Knowledge of satellite imagery processing. - Experience with TensorFlow, Keras, or equivalent. - Understanding of land cover classification techniques. Your application should include a portfolio demonstrating relevant work, specifically previous projects on satellite image segmentation or related fields. Please also detail your approach to this project and provide an estimated timeline for the deliverables....

SDN Network Performance Measurement 1. Knowledge of network simulator mininet and SDN networks (using POX/Daylight etc) - to be able to create a topology 2. Knowledge of reinforcement learning - should be able to create agents using different algorithms. Knowledge of tensorflow, Keras, Numpy, Pandas, Scikit learn etc would be useful

I'm seeking an experienced freelancer to help bolster my academic project with specialized machine learning expertise. My...accuracy of the predictions. Ideal Candidate: - Proficient in data preprocessing techniques. - Expertise in various supervised learning algorithms. - Solid understanding of model evaluation metrics. - Ability to write clean, maintainable code. - Experience with Python, R, or a similar programming language common in data science. - Familiarity with ML libraries (e.g., scikit-learn, TensorFlow, or Keras). Please note, the type of data I'm working with has not been specified. Be prepared to discuss your experience with different data types, particularly tabular, image, and text data. Your insight will be invaluable in narrowing the focus and improving ...

Require screen sharing video call 1 hr for now - introduction how to & setup, etc For this project, the goal is to create an image recognition system capable of identifying whether an image contains a cat or a dog. I'm inclined towards the implementation of deep learning algorithms, given their efficacy in image classificat...given their efficacy in image classification tasks. The chosen algorithm should proficiently sort images into either 'cat' or 'dog', enhancing the accuracy level is a priority. Required Skills and Experience: - Proficiency in Python - Solid understanding of deep learning algorithms - Experience in image classification tasks - Familiarity with popular deep learning frameworks (TensorFlow, PyTorch, Keras, etc.) as the client has l...

Require screen sharing video call 1 hr for now - introduction how to & setup, etc For this project, the goal is to create an image recognition system capable of identifying whether an image contains a cat or a dog. I'm inclined towards the implementation of deep learning algorithms, given their efficacy in image classificat...given their efficacy in image classification tasks. The chosen algorithm should proficiently sort images into either 'cat' or 'dog', enhancing the accuracy level is a priority. Required Skills and Experience: - Proficiency in Python - Solid understanding of deep learning algorithms - Experience in image classification tasks - Familiarity with popular deep learning frameworks (TensorFlow, PyTorch, Keras, etc.) as the client has l...

...found at this GitHub repository, For efficiency's sake, it's acceptable to downsize the dataset for quicker training times—a key deliverable is to ensure the code runs smoothly. Key Details: - You'll need to be proficient in Python, as this is the preferred language for the task. - Deep learning frameworks are open to choice. Expertise in TensorFlow, Keras or PyTorch would be beneficial. - Time frame for project delivery is flexible, however, we can discuss any urgent deadlines further. Ideal candidates will have extensive experience in Python programming, and a strong working knowledge of one or more deep learning frameworks. A background in both Deep Learning and Visual Question Answering will be advantageous. Please include relevant experiences

...generate accurate, reliable predictions based on historical data and other relevant factors. Ideal Skills & Experience for the Job: - Expertise in AI and machine learning - Profound knowledge of financial markets and stock price forecasting - Experience with tabular data analysis and forecasting - Proficient in Python or R programming languages - Familiarity with AI platforms like TensorFlow, Keras or PyTorch Please note, accuracy is paramount in this project and your bid should reflect your confidence in achieving high predictive accuracy. The Dataset i will provide it will have Input and output folder , the data file has 1 to 100 columns , the input is the pattern data and output is result of pattern so ai model should get trained using both and then when user gives th...

...responsibilities will include: - Debugging and completion of current codebase - Ensuring functionality of image classification features - Implementing clear, concise comments post each code segment * Ideal Skills: - Strong experience with Python programming - Proven track record with computer vision libraries (OpenCV, TensorFlow, etc.) - Deep understanding of deep learning frameworks (Keras, PyTorch) - Comfortable working with Google Colab notebooks - Familiarity with image handling and preprocessing Your expertise in the intricacies of neural networks and image processing algorithms will be the bedrock of the project's success. Remember, readability and code documentation are as crucial as functionality. I'm eager to partner with someone who shares my...

Project Description: Train a Model or produce a script capable of identify nut torque indicators in vehicle wheels (see pictures) and the direction they are pointing...Strong knowledge and experience in image recognition algorithms - Expertise in training models using Python - Ability to work without a pre-prepared dataset and gather relevant data for training - Proficiency in data preparation and cleaning techniques for image recognition models - Familiarity with Python libraries and frameworks for machine learning and image recognition, such as TensorFlow, Keras, or PyTorch - Strong problem-solving skills and the ability to optimize and fine-tune models for accurate image recognition - Experience in evaluating and validating model performance and making necessary adjustments for i...

Seeking an experienced KerasCV developer for a face recognition project, with an option to use FaceNet or Keras-vggface for model development. The role requires developing a custom face recognition script that runs efficiently on Google Colab, using either KerasCV, FaceNet, or Keras-vggface in Python. Key tasks include data preprocessing, designing a CNN model, and ensuring compatibility with Google Colab's environment.

...language to timeline data for the development of an intelligent and efficient stock prediction model. The ideal candidate for this project would: - Have deep expertise in Machine Learning and Deep Learning concepts, specifically as applied to stock market predictions. - Have proficiency in Python and associated libraries used for machine learning and data science such as Scikit-learn, TensorFlow, Keras, and Pandas. - Have experience in working with time-series data and financial modelling. - Have a sound understanding of the stock market, particularly the NASDAQ Composite index. - Model should plot the graph for the last 2 months actual vs predicted price. Also should predict next 30 days data. - As we get the actual data, model should learn from the actual data. - I will pro...

...AI at Skillopedia. The trainer will be responsible for planning and delivering training programs in AI and Machine Learning to organizations. The trainer will also conduct assessments, evaluate training effectiveness, and collaborate with cross-functional teams to develop innovative training modules. Qualifications Expertise with Machine Learning and AI tools and frameworks like TensorFlow, Keras, and PyTorch Understand No code AI tools Proven experience delivering training programs to corporate clients and individuals in Machine Learning and AI Excellent knowledge of Deep Learning, Neural Networks, and Natural Language Processing (NLP) Solid understanding of statistical and mathematical concepts used in AI and Machine Learning Strong analytical and problem-solving skills, in...

Image recognition app for restaurant needed to capture the food items and to do reconciliation will bills. Machine Learning and AI: Proficiency in machine learning algorithms, especially in image recognition (Convolutional Neural Networks, etc.). Experience with AI frameworks such as TensorFlow, PyTorch, or Keras. Ability to process and analyze large datasets for training models. Knowledge of OCR (Optical Character Recognition) technologies for bill scanning and text extraction.

Silakan Daftar atau Login tuntuk melihat rincian.

I am looking for an NLP specialist with intermediate experience in English language for my project. The specific tasks that I need help with include text classification. Ideal Skills and Experience: - strong background ML knowledge - proficiency in python - familiarity with keras, pandas, sklearn - Intermediate level of experience in NLP - Proficiency in English language - Strong knowledge and understanding of text classification techniques

...conditions and with slight variations in head pose or hairstyle. Technical Requirements: Solid understanding of deep learning concepts and architectures, particularly Convolutional Neural Networks (CNNs). Experience with object detection and feature extraction techniques, including Faster-RCNN, YOLO models, and LBP filters. Proficiency in deep learning frameworks like TensorFlow, PyTorch, or Keras. Familiarity with ear biometrics, including data preprocessing, feature selection, and recognition algorithms. Ability to train and optimize deep learning models for high accuracy and real-time performance. Experience with webcam capture and image processing for consistent data acquisition. Software development skills to integrate the model into a user-friendly interface. Strong under...

I am looking for a freelancer to develop an LSTM neural network for time series prediction. Dataset: - I can provide the specific dataset for training the model. Accuracy: - The desired level of accuracy for the model is 70-80%. Skills and experience: - Experience in developing LSTM neural networks for time series prediction. - Proficiency in handling and preprocessing datasets. - Strong...level of accuracy for the model is 70-80%. Skills and experience: - Experience in developing LSTM neural networks for time series prediction. - Proficiency in handling and preprocessing datasets. - Strong understanding of deep learning algorithms and techniques. - Ability to fine-tune and optimize the model for improved accuracy. - Knowledge of Python and relevant libraries such as TensorFlow or ...

I'm seeking a proficient freelancer with an expertise in Python and Deep Learning to accomplish an image recognition project. The task should be implemented using Python code in idle. While no specific deep learning library is preferred, a solid understanding of TensorFlow, Keras and PyTorch will be advantageous to navigate through this project effectively. Experience in image recognition tasks is mandatory for this project. You’ll primarily focus on: - Building and training a custom deep learning model (transformer, lstm, and gru) for image recognition and NLP. - Testing the model's accuracy and adjusting parameters for optimization. - Delivering clean and reusable Python code for the project. - I have all hyperparameters and datasets to be used.

I am currently working with histological images to quantify neurons. I have made a dataset of 400 images of human neurons with their corresponding labels generated by labelimg and saved in .xml format. I would like to create a simple AI algorithm so that the pre-trained model can identify these neurons. Then, once the model is trained, it has to identify these neurons in the images.

Hi, just gto set up another project. You know, I just send you the notebook concerning this project. I'ii wait the 2-3 hours until you are back.

...building neural network models using Python and C. - Proficiency in handling time-series data for training the model. - Ability to handle complex model requirements and implement advanced techniques. - Strong understanding of classification algorithms and techniques. - Knowledge of data preprocessing and feature engineering for time-series data. - Familiarity with Python libraries such as TensorFlow, Keras, and PyTorch. - Proficient in C programming for model optimization and performance improvements. Deliverables: - Develop a well-performing binary classification model using a neural network. - Provide documentation on the model architecture, training process, and evaluation metrics. - Optimize the model for efficient execution using C programming. Timeline and Budget: - The p...

Machine Learning Expert with Extensive NLP and Generative AI Experience for Interactive Website Development Skills and Experience: - Very extensive experience in Natural Language Processing (NLP) and Generative AI - Strong understanding of machine learning algorithms and techniques - Proficiency in Python and relevant libraries (NLTK, TensorFlow, Keras, etc.) - Expertise in Django for website development - Familiarity with interactive website development and user experience design - Ability to integrate machine learning models into web applications - Strong problem-solving and analytical skills Project Requirements: - Develop an interactive website using Django as the platform - Implement generative AI techniques to provide unique and personalized content to users - Integrate NLP ...

Project Title: Data Science Team Skills Required: - Strong expertise in Machine Learning - Proficiency in Data Visualization - Experience in Stati...- Proven track record in Machine Learning, Data Visualization, and Statistical Analysis - Strong understanding of data science principles and techniques - Proficiency in programming languages such as Python or R - Experience with data manipulation, cleaning, and preprocessing - Knowledge of data mining and feature engineering techniques - Familiarity with tools and libraries such as TensorFlow, Keras, Tableau, and Power BI - Ability to work collaboratively in a team environment and communicate effectively Note: The project offers a unique opportunity for data scientists to showcase their skills and contribute to various data-driven in...

I am looking for an experienced freelancer to build a Keras model for price direction prediction and use them in backtesting. The project requires the following skills and experience: Time Frame: - Short-term prediction (1-3 days) Dataset: - The client will provide the specific dataset for model training Accuracy: - The desired accuracy for the price direction prediction is above 70% Ideal Skills and Experience: - Proficiency in Keras and deep learning models - Experience in price direction prediction and financial markets - Strong understanding of data analysis and feature engineering - Ability to optimize model performance and achieve high accuracy levels - Excellent communication and collaboration skills to receive guidance from the client and provide updates on the pr...

...Machine Learning in Python Description: I am looking for a machine learning expert to help me with a project in Python. The project involves solving a specific problem using machine learning techniques. The preferred algorithm for this project is Neural Networks. Skills and Experience Required: - Strong proficiency in Python and machine learning libraries such as scikit-learn, TensorFlow, and Keras - Experience with Neural Networks and their implementation in Python - Knowledge of data preprocessing, feature engineering, and model evaluation - Ability to work with large datasets and handle data manipulation - Familiarity with classification, regression, and clustering techniques in machine learning - Strong problem-solving skills and ability to understand and interpret complex ...

I am looking for a Python developer with experience in machine learning to assist me with a specific task in the field. Specific Machine Learning Task: - Classification Level of...- Classification Level of Experience: - Intermediate Data Availability: - Data is available Skills and Experience Required: - Strong proficiency in Python programming language - Solid understanding of machine learning algorithms and techniques - Experience in classification tasks using machine learning - Familiarity with relevant libraries and frameworks such as scikit-learn, TensorFlow, or Keras - Ability to manipulate and analyze data using Python - Strong problem-solving and analytical skills Please provide examples of previous projects or relevant experience in machine learning when applying for...

...Intelligence, Preditivitive learning, Deep Learning technology for this project. Complexity Level: - I expect the AI diagnostic tool to have an advanced level of complexity. Skills and Experience Required: - Strong background in Deep Learning and AI technologies. - Experience in developing advanced medical diagnostic systems. - Proficiency in programming languages such as Python, TensorFlow, and Keras. - Knowledge of medical data analysis and interpretation. - Ability to handle large datasets and implement complex algorithms. - Familiarity with medical terminology and healthcare industry requirements. Deliverables: - Development of an advanced AI diagnostic tool for medical diagnosis. - Integration of Deep Learning algorithms and techniques for accurate and efficient results....

...References - Cite sources and references for datasets, libraries, and related work §13. Appendices - Include a zipped folder containing the Jupyter Notebook, images, and data files used and created in the project. The zipped folder should contain all the necessary files and code to reproduce your work. For the technical implementation, you can use Python with libraries like scikit-learn, TensorFlow, and Keras for building the models, and you can use libraries like Matplotlib and Seaborn for data visualization. Cross-validation can be done using tools like scikit-learn's `StratifiedKFold`....

I am looking for a freelancer who can work on an image recognition project specifically focused on facial recognition. The goal of the project is to accurately identify and classify faces within images using Keras Tensor Flow. Skills and experience required for this job include: - Proficiency in Keras Tensor Flow and image recognition algorithms - Strong understanding of facial recognition techniques and methodologies - Experience in working with large datasets and preprocessing image data - Ability to train and fine-tune models for high accuracy facial recognition - Familiarity with deep learning and neural networks The freelancer will be responsible for providing a suitable dataset for the project, as the client does not have one. The dataset should consist of a diverse r...

...with a pre-existing database. The software will need to perform the following tasks:[also see the attached PDF for more info] please check details and Bid Main Requirements: 1. Face Detection: Implement face detection using OpenCV or similar libraries to locate and extract faces from images. 2. Face Recognition: Develop a face recognition system using deep learning frameworks (e.g., TensorFlow, Keras, or PyTorch) to recognize faces. You are encouraged to leverage pre-existing resources, such as pre-trained models, to accelerate development. 3. Database Management: Set up and manage a database to store image metadata from two sources: * Database 1: Contains a set of known faces * Database 2: New images to be compared with Database 1 please note one of the Data based wi...

I'm looking for a freelancer to work on a project to use a Raspberry Pi 4B 8GB and the Raspberry Pi V1.3 Camera to recognise facial expressions and project a relaxing flashing light patterns from the colour based on the opposite of their mood to post their mood (e.g. when recognises their anxious projects a blue colour) with LED lights. The...their mood to post their mood (e.g. when recognises their anxious projects a blue colour) with LED lights. The desired outcome is real-time mood recognition and dynamic light patterns, with moderate accuracy. I have already written the code for recognising the expressions and to project a light but have not figured out how to write the code to project the relaxing pattern. I also need help training Keras and connecting the LED lights to th...

...level of complexity. The developer should be experienced in handling moderately complex AI projects. Ideal Skills and Experience: - Strong knowledge and experience in Reinforcement Learning techniques and algorithms. - Proficiency in programming languages commonly used in AI development such as Python, Java, or C++. - Familiarity with AI frameworks and libraries such as TensorFlow, PyTorch, or Keras. - Ability to analyze and understand complex problem domains and develop appropriate AI solutions. - Good communication skills and the ability to collaborate with the client to understand and refine the project requirements. If you have the required skills and experience in Reinforcement Learning and intermediate-level AI development, I would love to discuss the project further. Ple...