Tensorflow cnn example työt

The machine learning component of this hybrid profile creation system in a Flutter app involves integrating a TensorFlow Lite model, possibly using DistilBERT for its efficiency and effectiveness in natural language processing tasks. The model's role is twofold: Text Analysis and Categorization: It processes user-generated text inputs and web-scraped content to extract meaningful insights, such as sentiment, key phrases, or categorization of interests. This helps in dynamically adjusting the user's profile to reflect their preferences and behaviors accurately. Usage Pattern Learning: The system tracks and analyzes app usage statistics to learn about user preferences over time. Machine learning algorithms can identify patterns in what features or content the user interacts...

I am seeking a developer with intermediate level experience IOS Swift. The task will be to help me get the example code working from the documentation at This is my first time working with IOS and the docs leave out some of the implementation. For example, in this code there is not map function, only "..." Bids under £70 only please. ``` var totalUsageByCategory: [ActivityCategory:TimeInterval] totalUsageByCategory = (…) ```

I'm looking for a proficient practitioner in Tensorflow and machine learning to help develop a solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition algorithms. Your proposal should detail your plan of acti...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to de...project. The primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

I'm seeking a proven expert in Artificial Intelligence for an ambitious project. The primary goal is to de...project. The primary goal is to develop a new AI-based solution focused on English speaking. Though technology or software experience wasn't specified, proficiency with prominent AI tech and software is anticipated. Ideal skills and experience: - Expertise in AI and software development - Experience in language processing AI - Proven success with similar AI projects - Familiarity with Python, TensorFlow, PyTorch etc. is desirable but not mandatory Your role will extend from ideation to implementation, ensuring optimal efficiency and innovating throughout the process. Results-driven, creative thinkers with a keen eye for detail are encouraged to bid. Let's b...

...looking for an experienced developer who can take a code base and dataset I provide, construct an Abstract Syntax Tree (AST) based on them, and then create an Autoencoder using TensorFlow to compress the resulting AST for a classification problem. Key requirements for this project include: - Proficiency in Python: You will be working with a Python code base and dataset. Familiarity with Python is essential for this project. - Understanding of AST: You should be able to construct an AST tree based on the provided dataset and code base. - TensorFlow Experience: I would like the Autoencoder to be developed using TensorFlow, so prior experience with this framework is a must. - Output format: The desired output format for the Autoencoder is JSON, so you should be comf...

I'm in need of a TensorFlow expert to create an image classification model using Yolo. The model should be able to categorize images into more than 10 categories. We're aiming for basic accuracy for simple tasks, a good start in the right direction. Key Tasks: - Utilize Yolo with TensorFlow for image classification - Ensure the model can accurately distinguish between more than 10 categories - Focus on achieving basic accuracy for simple tasks, rather than advanced or research-level accuracy. Ideal Skills: - Strong proficiency in TensorFlow, with experience in image classification tasks - Prior experience working with Yolo in a similar context - Ability to balance model complexity and computational efficiency for basic accuracy - Strong communication skills...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP, F1 sco...

I need a TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection -...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image input sizes. Dataset will be provided !

Reconocimiento de un insecto en una caja donde existen otros insectos. Tengo unas 100 fotografías de dataset By using AI (TensorFlow, RCNN or YOLO) identify an insect from others quickly. Those will be inside a recipient.

I'm currently using TensorFlow for my machine learning model. I believe the model can be significantly improved by implementing a different algorithm. In particular, I'd like to enhance the model using "Deforming CNN". Key Points: - Current ML framework: TensorFlow - Requirement for improvement: Implementing a different algorithm - Desired algorithm: Deforming CNN Ideal skills for this project: - Proficiency in TensorFlow - Understanding of Convolutional Neural Networks (CNN) - Experience with implementing and optimizing ML algorithms - Google Colab Your task would be to integrate the Deforming CNN algorithm into the existing model, troubleshoot any issues, and ensure it enhances the model's accuracy. The goal is ...

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visualization is highly pre...

I'm seeking a skilled machine learning expert who can train a Convolutional Neural Network (CNN) for object detection, specifically tennis balls. I have my own dataset. This dataset is poor so I will need a skilled expert. I need detections on at least 50% of the frames. Key Responsibilities: - Train the CNN model on object (tennis ball) detection - Fine-tune the model for higher accuracy - Provide the trained CNN Model's code and implementation details

I’m seeking a proficient developer with experience in open source model registration on Azure ML. The task involves using a multimodel RAG to provide API's, designing verification and validation for the model, as well as working with the front and backend development team. Key Requirements are: - Expertise in Azure ML and open source frameworks. While TensorFlow, PyTorch, and Keras are all options, preference will be given to freelancers who are versatile and can recommend the best approach based on their experience. - Past work. Please provide examples of previous projects involving Azure ML and API implementation, especially those which required collaboration with a larger development team. - Collaboration capabilities. Direct collaboration with the front and ba...

I need an experienced freelancer to replicate the design, layout & structure from an existing website to serve as a starting point for our own site. Key tasks involve: - Implementing the structure or an an existing example website on Wordpress. This includes the pages, placeholders for posts, menu structure, etc. - Utilizing Spectra blocks/Kadence theme, contact form 7 Ideal candidate should have strong skills in Wordpress and Spectra/Kadence theme implementation. Please include examples of past work in your application. You will be working from a clean Wordpress install.

I'm looking to develop a real-time Arabic Si...as an educational resource, specifically to cater to the needs of the general public. - **Deployment Platform:** The final model will not be deployed on any specific platform but will be available for training and inference in a .ipynb notebook. Ideal Freelancer: - Proficient in Python and MediaPipe for real-time hand tracking - Experience in developing machine learning models, especially in TensorFlow/Keras for the .ipynb and .h5 formats. - Familiarity with sign language, particularly Arabic sign language, would be advantageous. - A background in educational technology or experience in creating educational resources is a plus. Please make sure to include any related experience, projects, or research that you think would be relev...

...experience and potentially collaborating on this exciting project.I know how much ai powerful.i need an specific custom ai tool for single user/propt private usage,give turbo organic internet traffic on my same as AdWords work .before post this project.I already serach about 'build ai custom model 'and I found many platform allow to build dataset/host/run custom model free of cost ,like tensorflow/pytorch/colab/teachable machine /diagflow/streamlit/kaggle/clarifai/python anywhere/keras etc,I can't build because i haven't knowledge of programming,don't make me I have analytic account and several AI tool available for found where traffic come on organic internet traffic generator ai tool.i like appreciate if anyone responded is fixed because no need to

...processes, enhance efficiency, and provide a competitive edge to our clients. Data Analysis and Visualization: Harness the power of Python libraries such as Pandas, NumPy, and Matplotlib to perform in-depth data analysis, extract actionable insights, and visualize complex data sets effectively. Machine Learning Solutions: Develop machine learning models and algorithms using Python frameworks like TensorFlow, Keras, and Scikit-learn to enable predictive analytics, pattern recognition, and automated decision-making. Web Development: Create dynamic and responsive web applications using Python-based frameworks such as Django and Flask, ensuring scalability, security, and a seamless user experience. Integration and Automation: Integrate disparate systems, automate repetitive tasks, an...

I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note ...looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the p...

I'm looking for a seasoned Deep Learning programmer who can turn my existing CNN-based breast cancer detection code to include the VGG16 model. This will involve: - Complete refactoring of the code. - Implementation in Python using both TensorFlow and Keras. - Creating detailed comments to provide robust explanation and understanding of the code. Max Budget--> 2500 Min Requirement --> An equivalent implementation using any of VGG16 or VGG19. Link of the Project : The ideal candidate for this job would possess extensive experience in Neural Networks especially in VGG models, Python, TensorFlow, and Keras. Understanding of breast cancer detection methods would also be beneficial. I'm seeking a professional

I'm in need o...and identify vehicles within images or video footage. - The system should be able to differentiate between different types of vehicles and work efficiently even in varied lighting conditions or backgrounds. Ideal skills and experience for this job: - Proven experience in computer vision, particularly in the field of object detection. - Proficiency in using AI frameworks and libraries such as TensorFlow, OpenCV, or PyTorch. - Familiarity with working on projects that involve processing images or video data. - A strong understanding of machine learning principles, particularly those related to computer vision. If you have a solid background in computer vision and are up for the challenge of developing an AI system that can accurately detect vehicles, I'd lo...

Please see the attached brief for project details:

We are looking for a Computer Vision Developer who can...image classification algorithms - Create and deploy object detection models - Ensure high level of accuracy in the indoor environment Ideal Skills and Experience: - Proficient in Computer Vision techniques - Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to work independently and meet deadlines. Task: Create a functional recognition model with a freely chosen machine learning framework that identifies the coordinates of the contours of boxes in pixel coordinates. Please, check pictures...

So we are looking for an app developer who can do a project on infant child m...things data’s will be feeded from sensors controlled by esp32 module) Using yoso algorithm for speech detection, voices of mother, father and the caretaker voices are pre recorded. (So this project is basically abt babies in incubator…so in a room many babies will be there) so any other voices come other than those 3 it should show a stranger algorithm. Optional: Camera will be fixed and using cnn baby faces will be recorded… then in app it should status of baby.. if its crying , sleeping or laughing eg : notification in app will be baby is smiling. Therefore, past experience with this functionality, though appreciated, is not necessary for this project. The budget allocated for...

I need a Python-based machine learning program that can predict stock prices based solely on historical stock prices. Key Features: - Utilizes Historical Stock Prices: The program should be trained on historical stock price data. - Use these models: CNN-LSTM, ARIMA-LSTM, RNN, random forest models, and plot a single graph and predict for next 'n' days. - Educational Purpose: I'll be using this program for educational purposes, so it should be designed for easy understanding and manipulation. - Interactive: It should have interactive charts and graphs to better visualize the data. I also need the program to allow me to input different data sets, so that I can test its accuracy and learn more about its workings. Ideal Skills: - Strong understanding of machine learnin...

...unauthorized individuals. 3. Activity Monitoring: The system should be smart enough to monitor activities within the common and specific areas round-the-clock. This project will be implemented from scratch; we don't have any existing surveillance cameras or access control systems at the moment. Ideal candidates should have a proven track record with Computer Vision/AI technologies, such as TensorFlow or OpenCV, and experience with hardware integration. Prior experience in security surveillance software development will be a plus. A developer with expertise in computer vision, artificial intelligence, and deep learning is needed to create a functional MVP (Minimum Viable Product) prototype of a security monitoring system based on real-time video analytics. The goal is t...

I'm seeking a proficient Python developer with experience in machine learning and TensorFlow expertise. My project involves: - Overcoming an existing obstacle with my existing code to make it run on Google Collab - Providing a Read me file explaining how to run the project and explain what is happening and also what changes are to be made must be mentioned. - Find and Explain how to use the dataset and what could be done to improve the accuracy of the model further. Ideal candidates have a solid background in Python and TensorFlow for handling machine learning tasks. Your experience with Google Colab will greatly benefit this project as you'll be troubleshooting code specific to this platform. The code for the paper attached below can be found at

...with specific experience in Convolutional Neural Networks. The primary goal of this project is to bolster our search engine ranking through effective link building. To achieve this, I need you to develop and implement a CNN model. The model will be trained on textual data from websites, which I have available for this purpose. Your responsibilities will include: - Developing an effective CNN model - Training the model with the available textual data - Implementing the model for link building Ideal candidate should have: - Proven experience in deep learning, specifically with CNN - Previous success in link building through machine learning - Proficiency in Python and relevant deep learning libraries - Ability to work independently and meet deadlines please don,t ...

...predict the likelihood of a connection between two nodes in a graph. - Data: The project will utilize open source data. Familiarity with handling and preprocessing graph data will be an advantage. - Dataset Size: The dataset is relatively small, with less than 1,000 nodes. Ideal Skills: - Proficient in Python: Strong programming skills in Python, with a focus on deep learning libraries like TensorFlow or PyTorch. - Deep Learning & Graph Neural Networks: Experience in building and training deep learning models, particularly in the context of graph neural networks. - Link Prediction: A solid understanding of link prediction techniques and their applications in graph data. - Data Handling: Ability to handle and preprocess graph data effectively. This is an exciting opportunity...

Please read: OpenCV, Tensorflow, One o One, English Speaking. I need support with my image processing project, focusing on recognition, segmentation, enhancement, reading, and handling. I require an expert who can guide me through this process for a period of 3 to 4 hours. Key Expertise Required: - Proficient in using and CV2 for complex image processing tasks - Previous experience in working with image storage and retrieval from databases - Strong skills in image recognition, segmentation, and enhancement - Able to output processed images as image files - Fluency in English for effective one-on-one communication By the end of the project, I aim to have enhanced my ability to work with these complex image processing tasks under your guidance.

...Ethics in AI : Champion ethical AI development, prioritizing fairness, unbiased outcomes, and privacy. Machine Learning and NLP Expertise : Your background in machine learning and deep learning, particularly in neural networks and NLP, sets the foundation for success. Technical Proficiency : With Python fluency and familiarity with AI/ML libraries and tools, including LangChain, OpenAIs GPT, TensorFlow, and PyTorch, you re equipped to innovate. Distributed Computing : Experience with distributed computing for AI is essential, as is the ability to navigate the complexities of GPU or TPU utilization. Software Engineering Know-How : A strong grasp of software engineering practices, from version control to CI/CD pipelines, ensures quality and efficiency. Problem-Solving and Collabora...

use one of the following to get high accuracy: - Convolutional Neural Network (CNN) - Radial Basis Function Network (RBF) - Extreme Learning Machine (ELM) - Support Vector Machine (SVM) - Transformer using SUN397 dataset

...mother, father, and nurse. - Alert system to indicate if any other voices are detected within a 25-meter radius of the incubator. - Live Camera Feed: - Ensure continuous live streaming of the camera fixed inside the incubator, providing CCTV monitoring. - Ensure the camera feed is accessible at all times through the app. Optional Features: - *Baby Facial Expression Indicator:* - Utilize CNN (Convolutional Neural Network) for detecting baby facial expressions. - Indicate if the baby is crying, smiling, or sleeping through the app interface. - User Interface: - Design an intuitive and user-friendly interface for easy navigation and interaction. - Ensure compatibility with various screen sizes and resolutions for both mobile and tablet devices. - Reliability and Pe...

I'm currently seeking an expert in deep learning and TensorFlow, specifically skilled in the construction and fine-tuning of Convolutional Neural Network (CNN) models. I need help with offline image classification and object detection tasks. Key requirements: - Proficiency in Deep Learning and TensorFlow. - Expertise in Convolutional Neural Networks (CNN) - Experience with image classification and object detection tasks. - Capability to work on an offline model. Candidates with prior experience in similar tasks will be given preference. Accuracy and efficiency of the created model are paramount. The project involves the development of a deep learning model for medical image classification, particularly focusing on chest X-ray images. The model...

As a business looking to stay ahead in a competitive market, I'm seeking a skilled AI developer equipped in machine learning, natural language processing, and computer vision. The ultimate goal is to automate tasks, enhance decision-making processes, and improve user experience. IDEAL SKILLS AND EXPERIENCE: - Expertise in TensorFlow, PyTorch and Open AI platforms - Strong background in Machine Learning, Natural Language Processing, & Computer Vision - Experience in Automation and UI improvements This project requires a seasoned AI developer who can work towards implementing AI technologies in our existing system. If you have the right skill set and experience, I welcome your bid. Let's revolutionize our operations together.

I am in need of a knowledgeable Python developer to work on a project involving ticket verification using face recognition. This is a grad project. Yo...recognizes the face that appears when the camera is turned on or not, and whether the person's name and ticket are available are displayed above the face on the screen to be printed. .The ideal candidate should possess: - Proficiency in Python. - Solid experience in working with face recognition technology. - Familiarity with Deep Learning Models, more specifically Convolutional Neural Networks (CNN), as this is the model I'd like to base the facial recognition feature on. Please note, I have already collected the necessary data to be used for the face recognition feature. Contact me if your skills and experience match...

I am looking for a professional who can build a speech recognition system for me. I haven't collected a dataset yet, so I need you to take care of this for me. Ideal Skills and Experience: - Experience with building speech recognition systems - Strong understanding of Mel Frequency Cepstral Coefficients - Proficient in Convolutional Neural Networks - Ability to work under tight deadlines Please keep in mind my need for this project to be completed as soon as possible.

More details: Have you already trained a model for the CNN self-driving car using Udacity's simulator? Yes What is the main issue you're encountering with the model? The car does not start How have you been validating the performance of the model? validated the model's performance by monitoring its accuracy metric. I am currently working on a project that involves building and refining a Convolution Neural Network (CNN) model for a self-driving car. This project demonstrate basic self driving car model using udacity car driving simulator. In this project I built a Convolution Neural Network model to predict the steering angle for a virtual car in the simulator running at a constant speed. Despite successful model configuration and established bidirectional c...

I'm currently seeking a deep learning expert, capable of developing a Convolutional Neural Network (CNN)-based model for my project. The unique challenge lies in the identification and comparison of house facades, with a special focus on windows, doors, and the general architectural style. Objectives: - Use the given data to train a deep learning model able to recognize features and architectural styles with a minimum of 80% similarity. - Identify notable window shapes and types across different house facades. - Recognize distinguishing features and architectural styles. Approach: With the use of machine learning algorithms, the model should be able to identify personal preferences in facade similarities. These results aim to reflect personal tastes in architectural aesthe...

I need a freelancer with expertise in Python, TensorFlow, and Java to assist with the development of AI applications. The ideal candidate will have experience in conducting research on artificial intelligence and be able to provide training and workshops on the subject. Key requirements: - Proficiency in Python, TensorFlow, and Java - Experience in AI application development - Ability to conduct research on artificial intelligence - Provide training and workshops on AI - Excellent communication skills - Strong problem-solving abilities Looking forward to your applications.

...intricate Convolutional Neural Network (CNN) model specifically tailored for Arabic sign language detection from video to text translation. We already have a video dataset available and the codes need to be presented in .ipynb files. Testing accuracy of over 90% is expected. Your task involves: - Enhancing an existing model to develop an advanced (10+ layers) CNN model, proficient in handling Arabic sign language detection. - Exploiting the Integrated Mediapipe framework for continuous, full sentence video processing. - Ensuring the system is able to transcribe videos into text efficiently and accurately. - Documenting all code clearly and thoroughly throughout the project. Ideal Skills and Experience: - In-depth knowledge and experience with CNN models and In...

I'm seeking a proficient developer conversant with advanced neural networks, with an emphasis on reinforcement learning through OpenAI. Ideally, you have: - Strong skills in Python, we will be using this as our primary programming language. - In-depth hands-on familiarity with TensorFlow, PyTorch, and Keras frameworks. - Extensive experience in developing reinforcement learning applications. - The ability to capitalize on past experiences to bring creative solutions to complex problems, while always keeping an eye on performance and efficiency. Your task will be to pioneer the development of high caliber machine learning models. I expect you to bring creativity and novelty to your work, to push boundaries and question the status quo. Apply now if this resonates with you!

...applicable data protection and privacy laws during the investor discovery process. **Skills and Qualifications:** - Proven experience in AI, machine learning, or data science, with a strong portfolio of projects demonstrating your expertise in investor profiling or similar areas. - Proficiency in programming languages such as Python or R, and familiarity with AI and machine learning frameworks (e.g., TensorFlow, PyTorch). - Strong analytical skills with the ability to interpret complex data and translate it into actionable insights. - Excellent problem-solving abilities and a creative approach to identifying and reaching potential investors. - Knowledge of finance or investment is a plus, particularly understanding of risk assessment and investment strategies. - Ability to work ...

I am in need of a proficient and skilled AI deep learning specialist who can write a project-specific Convolutional Neural Network (CNN) using Python. This final project deals with the processing and analysis of matrix data using a specifically designed neural network. Ideal Skills and Experience: - Extensive Python coding experience - Proven background in AI and deep learning - Strong understanding of CNNs, specifically for matrix data analysis - Experience working with square matrices Project specifics: - The neural network is to be developed and written in Python. - It will involve the processing of matrix data, specifically square matrices. - Only freelancers with a deep understanding of matrix structure should apply. This project requires a highly technical individual w...

...app gets specific sensor data, in this case, Analog-to-Digital Conversion (ADC) values in the range of 0-1023, via its Bluetooth connection. Skills required: - Proficiency in TensorFlow Lite for running the model's results - Experience in handling Arduino systems - Strong skills in app development, particularly Bluetooth communication capabilities The primary functionality of this app will be to run the TensorFlow Lite model and display its results based on the received ADC values. I am particularly interested in individuals who have a solid understanding of handling sensor data from Bluetooth and running TensorFlow Lite model. The project's driving goal is to leverage technological advancements in sign language, data logging, and remote control. If you...

For this project, I require a freelancer with explicit skills in Python and predictive modeling like CNN UNET,SVM,RESNET, specifically Semantic Segmentation. The primary goal is to harness AI in understanding images and mining useful insights therefrom. Using GOOGLE Colab is best for me I have code for Model i will give and i have some augmentation codes that work with colab Here's a step-by-step plan to accomplish your project:(Google Colab is Best for me) Dataset: Split your dataset into training, testing, and validation sets with ratios of 0.6, 0.2, and 0.2 respectively. You can use libraries like scikit-learn to achieve this. Augmentation: Apply various augmentation techniques to create separate augmented datasets. These techniques include: Rotation Contrast adjust...

...Desarrollo de una interfaz de usuario interactiva y responsive. - Reproducción de respuestas de audio generadas. 2. Backend: - Integración de tecnologías de reconocimiento de voz para la Conversión de Audio a Texto: Whisper de OpenAI, Mozilla's DeepSpeech, y Sphinx como alternativas. - Procesamiento de Texto con tecnologías de PLN: ChatGPT de OpenAI, Hugging Face's Transformers como PPLX y TensorFlow para Text-to-Speech. - Síntesis de Voz: OpenAI Text-to-Speech, Google's Text-to-Speech, IBM's Watson Text to Speech como alternativas. 3. Tecnologías Sugeridas: - Frontend: HTML, CSS, JavaScript (Recomendado React.js o Vue.js para SPA). - Backend: Node.js (recomendado para integración con ...

The model has been developed and the dataset is ready. You only need your help to complete the training of the model. There are 6 datasets, and the $100 deposit is only needed. You only need to complete the training of one dataset to achieve the required inference accuracy, which has been tested and verified. We can officially accept this project and then discuss the prices for all the projects.

...requirements. - Provide technical support and insights throughout the project. Ideal Skills and Experience: - Proven experience in Machine Learning and Deep Learning. - Proficiency in Natural Language Processing. - Demonstrated history of building unique, effective AI tools. - Familiarity with control net technology. - Proficiency in programming languages such as Python, including libraries like TensorFlow or PyTorch. - Ability to work independently and in a team environment. - Excellent problem-solving skills and attention to detail. If you're excited about pushing the boundaries of AI and have the skills we're looking for, we'd love to hear from you. Please submit your resume, a brief cover letter explaining why you're a good fit for this project, and an...