6 Open Source Machine Learning Frameworks and Tools
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.
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I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.
Looking for an experienced python developer to perform specific tasks on my AI project. It will be based on GANs and it is related to audio generation. Key Tasks: - Development of an AI for image generation using GANs in python. - Processing of structured data in the AI model. Ideal Candidate: - Proficient in Python programming language. - Familiarity with GANs and their application in image generation. - Experience with processing structured data. - Solid understanding of AI project development.
...specialist to elevate the quality of images captured in aquarium settings using Generative Adversarial Networks (GANs). Here's what I need: I HAVE THE CODE FOR 3 TYPES OF GAN...YOUR WORK BE BASICALLY TAKE DATASET AND RUN IT - Improve overall image quality to bring out the vibrant colors and details of marine life. - Reduce noise and remove unwanted artifacts that are currently diminishing the visual appeal. - Enhance underwater visibility to ensure each image tells a captivating story of life beneath the surface. The ideal outcome will be high-resolution JPEG files that radiate beauty and clarity. Skills and Experience Required: - Proficiency in AI and machine learning, specifically with GANs - Expertise in image processing and manipulation - Strong understanding ...
I'm seeking a deep learning specialist to execute an assignment focused on using a Generative Adversarial Network (GAN) for image generation. These aren't just any images though - I'm specifically after realistic skin disease photos. Ideally, the successful candidate will have: - Extensive experience in using GANs for image generation; - i have training data images and training labela and contour masks and also have the testing data - The ability to produce high quality, realistic images Attention to detail, reliability, and communication skills are paramount, as there will be a need for regular updates and iterations based on feedback. This is the task 3.1 Tasks 1. 2. 3.2 Implement a conditional GAN architecture conditioned on class labels to synthesize realistic ...
I am in search of a proficient Image P...enhance the quality of my project images through the application of advanced image processing techniques. Tasks & Responsibilities: * Handle and manage python-based machine learning code * Utilize GAN (Generative adversarial networks) architecture to process images * Augment, classify, and generate images as necessary Ideal Skills and Experience: * Proficiency in Python * Deep understanding of GANs * Substantial experience in machine learning & image processing Desired Outcome: The ultimate goal of this project is to significantly enhance the quality of the processed images to achieve more detailed and high-quality results. Applications should include indications of past work, detailed experience, and project proposals for care...
In this role, I'm looking for an intermediate Python developer who has a strong grasp of machine learning, artificial intelligence, and Python programming to run a project: "3D SHAPE RECONSTRUCTION OF SHAPES USING 2D GANs" Technical Requirements: - Proficient in Python - Experience in TensorFlow, PyTorch, and Scikit-learn - Understanding of machine learning concepts
I am seeking an experienced developer to create deep learning image inpainting solution using Generative adversarial Network (GANs). The input is an existing small sample of noisy and respective clean images. The desired output should be a restored image with missing parts filled and graph of losses. The output of yolo model should be object detection performed by the GAN model automatically. Custom dataset has to be used. The completed solution should be robust, well-documented and include all necessary components to create a successful model. The developer should be able to work independently, resolve all technical difficulties and present a detailed plan of action prior to coding. We are looking for innovative and technical strong solution.
I'm looking for an expert in Generative Adversarial Networks (GANs) to develop a system for text data generation based on specific subject matter. You'll be creating a Conditional GAN and using a Multi-Layer Perceptron (MLP) with a flat 1-dimensional array as input. Key requirements include: - Strong experience with GANs, particularly Conditional GANs - Proficiency in MLP and neural network design - The ability to guide the generated text output towards a specific subject matter - Extensive experience in data processing and manipulation Your valuable expertise will make this project a success and I'm eager to hear your approach to achieving these requirements.
I am looking to implement a GAN architecture leveraging CGAN and multiple discriminators. The primary goal is to generate realistic images that can be utilised within the Media & Entertainment sector. Requirements: - Expertise in Python programming - Experience with GANs, especially CGAN and multiple discriminators - Understanding the intricacies of image generation and how to cater that to realistic image production. The project's successful completion will be judged on the realism of the images produced and the relevant model's performance. Practical knowledge, creativity, and efficiency in getting the project off the ground are also essential. A background in Media & Entertainment would be appreciated but not compulsory for this project.
...Generative AI Engineer to join our team and take a lead role in developing Generative AI models. The ideal candidate will have expertise in Generative AI techniques, LLMs and AI/ML, with a passion for pushing the boundaries of AI-driven content creation. RESPONSIBILITIES • Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, GANs & LLMs. • Generate required data using data generation techniques, • Implement the data storages/vector storages required for models • Use robust Gen AI/LLM frameworks like Langchain to build the model • Develop, test and deploy models • Collaborating with cross-functional teams to define AI project requirements and objectives, ensuring ali...
RESPONSIBILITIES • Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, GANs & LLMs. • Generate required data using data generation techniques, • Implement the data storages/vector storages required for models • Use robust Gen AI/LLM frameworks like Langchain to build the model • Develop, test and deploy models • Collaborating with cross-functional teams to define AI project requirements and objectives, ensuring alignment with overall business goals. • Conducting research to stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products. • Optimizing e...
...creating realistic photographic images. - Ability to innovate and create high-quality, eye-catching images tailored for various marketing campaigns. - Familiarity with the latest AI technologies and tools specific to image generation. - Strong understanding of marketing principles to ensure images align with brand identity and campaign goals. Ideal Skills: - Proficiency in AI generative models like GANs (Generative Adversarial Networks). - Experience in graphic design and photo-editing software. - Strong portfolio showcasing previous work in realistic image generation. - Ability to work closely with our marketing team to grasp and materialize the envisioned concepts. This project is perfect for someone who enjoys pushing the boundaries of what's possible with AI to create ...
...controllability of StyleGAN2 for detailed attribute manipulation. - Ability to adjust physical characteristics, environmental conditions, and stylistic elements seamlessly. - Suggestions for further enhancing model efficiency and quality. Ideal Skills and Experience: - Experience with StyleGAN or StyleGAN2 models. - Advanced knowledge in machine learning, particularly in training and fine-tuning GANs. - Capability in programming languages such as Python, and familiarity with AI development tools. - Creative problem-solving skills and a knack for innovation in AI. This project is perfect for freelancers who love tackling challenging problems in AI and are excited about pushing the boundaries of what's possible with StyleGAN2. If you're passionate about making AI more c...
I'm seeking an AI specialist to develop a model capable of generating photorealistic human images. My goal is to produce lifelike visuals from raw unprocessed images. Key Requirements: - Expertise in deep learning and neural networks - Prior experience with GANs (Generative Adversarial Networks) or similar technology for image generation - Ability to preprocess raw images for model training - Understanding of image quality metrics and ability to optimize for high realism Ideal Candidate: - Has successfully trained AI models for object or facial recognition tasks - Demonstrates a portfolio of highly realistic AI-generated images - Recommends strategies for data augmentation if necessary - Communicates effectively and meets project milestones Project Deliverables: - A function...
...records, data (audio, text and spectogram images) are all processed and parsed. 2) the goal is to build a deep learning model using Pytorch (tensorflow is an option too) where we compare the results of each modality separately, vs Multimodal using early, join or late fusion 3) I have made good progress, but my network layers /structure is not the best. I am opened for pretrained models 4) We can use GANs to generate more spectogram images (if needed) Additional details Here's what the project involves: - Constructing a robust Multimodal AI model: * Capable of concurrently handling audio, visual, and textual data. * Effectively utilizing the diverse data types of the IEMOCAP dataset. - Enhancing Existing Techniques: * Improvements upon current emotion clas...
I'm seeking an AI expert to create a Conditional Generative Adversarial Network (cGAN) that can generate high-quality, photorealistic human faces. This project aims to push the boundaries of what's possible in image synthesis using advanced deep learning techniques. Ideal Candidate Skills: - Proficient in deep learning frameworks (e.g., TensorFlow, PyTorch) - Experience with GANs and specifically cGANs - Previous work on image generation (portfolio preferred) - Ability to process and utilize large datasets - Familiarity with image processing techniques Project Requirements: - Develop a cGAN model capable of generating unique, photorealistic human faces. - Optimize the model for high-resolution output. - Ensure generated images vary in features (e.g., age, gender, ethnici...
...a skilled developer to create an AI system capable of generating photorealistic portraits with a focus on diverse gender representations. The AI should be trained effectively to produce high-quality outputs that closely resemble real human features with varied gender characteristics. Requirements: - Strong experience in AI and machine learning, especially in image generation. - Proficiency with GANs (Generative Adversarial Networks) or similar technologies. - Knowledge of data sets preparation for training AI in portrait generation. - Ability to implement AI that considers diverse gender representations. Deliverables: - An AI image generator tailored for photorealistic portraits. - Documentation on the AI model's capabilities and instructions for use. Ideal Candidate: - P...
As a beginner in GANs, I'm eager to really understand the ins and outs of this impressive technology. My focus is predominantly on: - Practical implementation of GANs - Usage of GANs for image synthesis I believe that in-depth knowledge of these topics will provide me with the foundation necessary to apply GANs effectively in my work. Currently, I am only proficient in Python, Deep learning, ML, CV, . Therefore, looking for a skilled tutor who is an expert on GANs especially on practical usage and image synthesis. Existing Python-based GANs implementation experience is must. Interested individuals are invited to use their expertise to guide an enthusiastic learner like me.
As a beginner in GANs, I'm eager to really understand the ins and outs of this impressive technology. My focus is predominantly on: - Practical implementation of GANs - Usage of GANs for image synthesis I believe that in-depth knowledge of these topics will provide me with the foundation necessary to apply GANs effectively in my work. Currently, I am only proficient in Python, Deep learning, ML, CV, . Therefore, looking for a skilled tutor who is an expert on GANs especially on practical usage and image synthesis. Existing Python-based GANs implementation experience is must. Interested individuals are invited to use their expertise to guide an enthusiastic learner like me.
My goal lies at the intersection of intriguing concepts: Generative Adversarial Networks, or GANs, and image synthesis. The focus is specifically on synthesizing medical images, geared towards MRI scans. The project requires someone who will devise and implement a GAN structure capable of producing realistic and accurate MRI images from other medical images, aiming to osculate synthetic data with actual scan images. Being acquainted with, but not limited to, these skills are essential for this task: - Proficiency in AI and ML algorithms, including an extensive understanding of GANs - Expertise in Image Processing and Synthesis - Familiarity with medical imaging - Proven experience in similar projects Stakes are high and detail-oriented professionals with a knack for p...
...seeking an expert in Generative Adversarial Networks (GANs) with a background in WordPress integration. The main objective of this project is: - To generate distinctive visuals that will be used exclusively for social media marketing, improving our brand's uniqueness and overall Internet presence. Your responsibilities: - Implement advanced AI technologies, specifically Generative Adversarial Networks (GANs), to generate images within WordPress. - Ensure seamless integration of AI technologies with existing WordPress system, aiming for user-friendly interaction. - Focus on creating AI-generated images that set our brand apart, offering unique content on our social media platforms. Ideal Experience and Skills: - Extensive experience with GANs and WordPress...
We are looking for a skilled freelancer to generate real...techniques welcome) - Experience in working with image generation models and algorithms - Ability to understand and follow specific subject requirements for the images - The copyright and image rights of the generated images must be transferred to us Skills: - Strong knowledge of artificial intelligence and deep learning techniques - Familiarity with image generation models and frameworks such as GANs or VAEs Responsibilities: - Generate high-quality and realistic photographs based on specific subject requirements - Collaborate with the client to refine the image generation process - Ensure timely delivery of the generated images If you have the skills and experience in generating realistic photographs, please submit your...
...Title: Generative Adversarial Network for Image Data Augmentation using PyTorch Requirements: - The client is looking to augment image data. - The client has specific requirements for the augmentation and is open to suggestions. - The specific requirement is to increase data variation and quality. Ideal Skills and Experience: - Strong knowledge and experience in generative adversarial networks (GANs). - Expertise in image data augmentation techniques. - Proficiency in programming languages such as Python and frameworks like TensorFlow or PyTorch. - Familiarity with deep learning architectures and algorithms. - Ability to analyze and understand the client's dataset to generate diverse and realistic augmented images. - Strong communication skills to collaborate with the clie...
I am looking for a freelancer who can develop an AI model using a GAN (Generative Adversarial Network) for image generation. The generated images will be used for Other Commercial Uses...generation. The generated images will be used for Other Commercial Uses, so it is important that the freelancer has experience in creating high-quality and realistic images. I need the freelancer to provide a specific training dataset as I do not have one in mind. Ideal skills and experience for this job include: - Strong knowledge and experience in AI and machine learning, specifically with GANs - Proficiency in programming languages such as Python and TensorFlow - Ability to create and train a GAN model for image generation - Experience in working with large datasets and data preprocessing ...
I am looking for a designer with AI art experience to create AI art pieces for my project. I am open to suggestions and trust the freelancer's expertise. I need regular help. Requirements: - Specific AI art experience in Generative Adversarial Networks (GANs), Neural Style Transfer, and Recurrent Neural Networks (RNNs) - Strong design skills and creativity - Ability to create visually stunning and unique AI art pieces Ideal Skills and Experience: - Proficiency in AI art techniques such as GANs, Neural Style Transfer, and RNNs - Strong portfolio showcasing previous AI art projects - Familiarity with different design styles and ability to adapt to client preferences - Attention to detail and ability to meet deadlines
...into the U-Net architecture can enhance the model's ability to capture important features and improve segmentation accuracy. Different attention mechanisms, such as channel-wise or spatial attention, can be explored and combined with U-Net to investigate their impact on segmentation performance. Objective 3: U-Net with Generative Adversarial Networks (GANs): Another hybrid approach is to combine U-Net with Generative Adversarial Networks (GANs). GANs comprise a generator network synthesising realistic images and a discriminator network that distinguishes between real and generated images. By integrating U-Net as the generator in a GAN framework, you can leverage the advantages of both architectures. This hybrid approach can enhance U-Net's ability to produ...
I am seeking a skilled developer to create an AI art software that can generate designs from Excel data. The software should have the following features and capabilities: Output Format: - The ge...visually appealing manner. User-Friendly Interface: - The software should have a user-friendly interface, making it easy for users to input the Excel data and generate the designs. Timeline: - The project is expected to be completed in less than a month. Ideal Skills and Experience: - Experience in developing AI art software - Knowledge of various AI technologies, such as machine learning and GANs - Proficiency in working with Excel data - Strong design and layout skills - Ability to create a user-friendly interface - Efficient project management skills to meet the timeline of less tha...
I am looking for an AI and ML trainer in India who can cover the following topics: - Machine Learning Algorithms - ML ops - Working of AI tools and building AI tools espcially Gen AI tools - Natural Language Processing - Understanding of GANs, RNNs, CNN - Computer Vision The trainees are at an advanced level of expertise. I would like the trainer to focus on supervised and unsupervised learning, with an emphasis on live projects. Ideal skills and experience for this job include: - Strong knowledge of machine learning algorithms, natural language processing, and computer vision - Experience in training advanced level trainees - Expertise in supervised and unsupervised learning, with the ability to apply these techniques to live projects.advanced-level
I am seeking an experienced developer to create a deep learning image inpainting solution using Generative Adversarial Networks (GANs). The desired output would be a restored image with missing parts filled in, using a custom dataset and trained using the PyTorch framework. The completed solution should be robust, well-documented, and include all the necessary components to create a successful model. The developer should be able to work independently, resolve any technical difficulties, and present a detailed plan of action prior to coding. We are looking for an innovative and technically strong solutions. If you think you have the skills to fulfill this project, I look forward to working with you!
I am looking for a skilled freelancer who can generate synthetic text data using GAN for the purpose of training a model. The ideal candidate should have experience in working with GANs and should be familiar with different architectures such as DCGAN and CycleGAN. However, since I have no preference for a specific architecture, the freelancer can choose the most suitable one for the task. The main goal of this project is to generate high-quality synthetic text data that can be used for training a model.
Hello, We are a burgeoning B2B SaaS startup dedicated to serving travel agencies worldwide with our innovative web application, enabling them to effortlessly craft detailed itineraries for their cl...or software. - Formulate our goals with precision and measurability. For example, we may aspire to build a real-time system responding in less than X microseconds or an algorithm achieving X percent accuracy. To apply for this opportunity, please address the following questions: - What is your level of expertise in deep learning, transformers, predictive models, and deep generative models like GANs and VAEs? - Why do you believe you are the ideal fit for this project? - What will be the primary structure and content of the document you intend to provide us? We eagerly anticipate your...
...booth design concepts based on user inputs (e.g., booth size, brand colors, themes, specific elements). - There is a repository of projects that we built in the past has to be used to generating new designs - Natural Language Processing (NLP) to interpret descriptive inputs. (Optional, can be moved to next iterations) - Generative algorithms, possibly using Generative Adversarial Networks (GANs), to produce new design concepts. 2. **Interactive 3D Visualization**: - Render generated designs into 3D models for virtual inspection or walk-through. - Real-time design tweaks: changing color schemes, materials, logos of client brands, and layouts. 3. **Feedback Integration**: - Allow users to provide feedback directly on designs. - AI-driven design refinement bas...
I am seeking an experienced ACADEMIC Research Paper Writer who is able to create a facial recognition solution by utilizing Generative Adversarial Networks (GANs) and blockchain. This project requires the use of image recognition technology, with the GAN being generated through artificial intelligence. The type of blockchain to be used has not yet been determined, so a recommendation from the freelancer is welcomed. The scope of the project goes beyond the development of the GANs and blockchain, as the freelance must also be skilled in deploying and managing the solution in a production environment. Additionally, the programmer must be able to troubleshoot any potential issues with the facial recognition solution. This project requires a freelancer that is highly knowledg...
...debugging to ensure the reliability and stability of the generated faces. -Document code, methodologies, and experiments for future reference. Requirements: Proficiency in Python programming language. -Strong understanding of deep learning frameworks such as TensorFlow or PyTorch. -Experience in developing and implementing computer vision algorithms. -Familiarity with generative adversarial networks (GANs) and other AI face generation techniques. -Solid knowledge of image processing and manipulation techniques. Ability to work independently and collaboratively in a team -environment. -Excellent problem-solving and analytical skills. Strong communication skills to effectively convey complex technical concepts. Preferred Qualifications: Advanced degree in computer science, arti...
...Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident t...
I am looking for someone to help me with a task that involves a simple Generative Adversarial Network (GAN). The specific task involves image generation using a dataset that I know where to get. The output of this task needs to be of high resolution, more than 1024x1024. If you have the skills and the necessary experience in GANs, then I would like to hear from you.
More details will be shared via chat with freelancers that are interested in this project
More details will be shared via chat with freelancers that are interested in this project.
More details will be shared via chat with freelancers that are interested in this project
...the performance of GAN with other type of GAN by visually inspecting the generated images and using quantitative metrics like Inception Score, Frechet Inception Distance (FID) or precision, recall, accuracy to assess the quality of the generated images compared to real heritage images. Skills and Experience: - Proficiency in deep learning techniques, particularly Generative Adversarial Networks (GANs) - Strong knowledge of image processing and computer vision - Experience with working on heritage site images and understanding the unique challenges involved - Familiarity with image formats, specifically JPEG - Ability to analyze and understand the nuances of heritage site images to accurately restore missing details - Attention to detail and the ability to produce high-quality r...
I want a DCGANs AI model that can generate high-quality patterns and designs for textile industry. The model should be deployable on a website/web application/android application. The quality of the generated images should be good. It should have the capability to generate floral, geometric, checkered etc designs as prompted. Attaching a document as a reference. Require someone who has ...high-quality patterns and designs for textile industry. The model should be deployable on a website/web application/android application. The quality of the generated images should be good. It should have the capability to generate floral, geometric, checkered etc designs as prompted. Attaching a document as a reference. Require someone who has expertise in the area of deep learning and specially ...
...Developer to join our innovative team. This role will be key in researching, developing, and implementing advanced generative AI models for a variety of applications. The ideal candidate will be well-versed in the latest developments in artificial intelligence, particularly in generative models such as GPT, Transformer models, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs). Responsibilities and Duties: Design, implement and maintain state-of-the-art generative AI models. Collaborate with data scientists, machine learning engineers, and other stakeholders to understand requirements and provide AI solutions. Conduct ongoing research to identify new techniques and technologies in generative AI. Interpret complex data, identify trends, and apply finding...
...target audiences and customize content accordingly. - Coordinate with cross-functional teams for seamless integration of AI-generated content. Requirements: - Proven experience in AI content generation (music, videos, images). - Strong understanding of online marketing strategies. - Excellent creativity and artistic skills. - Proficiency in popular AI tools and platforms (e.g., OpenAI, TensorFlow, GANs). - Familiarity with digital marketing channels (social media, email, content marketing). - Effective communication and collaboration skills. - Ability to multitask and meet deadlines in a fast-paced environment. - Attention to detail and a commitment to high-quality results. - Self-motivated with a desire to learn and adapt to new technologies. Benefits: - Competitive salary bas...
...lay out the groundwork of the project. The main goal of the project is to develop predictive models using natural language processing techniques. We have a dataset prepared for the project and the preferred programming language is Python. The ideal candidate should have experience in the following areas: - Text mining/NLP techniques - Deep learning, transformers, deep generative models such as GANs and VAEs - Developing predictive models using Python - Data preprocessing and feature engineering - Deep learning frameworks such as TensorFlow or PyTorch - Familiarity with cloud platforms such as AWS or GCP for model deployment and scaling We are open to suggestions and guidance on how to approach the project, and would appreciate a detailed project plan with timelines and milest...
AI Automatic Image Generation and Manipulation for Artistic Expression Looking for an experienced freelancer who specializes in AI techniques and tools for image generation and manipulation. The desired level of image quality is high/photorealistic. Preferred Skills and Experience: a- Expertise in AI image automation generation tools techniques tools such as GANs, MidJourney, Dall-E, or any of the 30+ available independently currently available, and those integrated in legacy tools such as Adobe Photoshop etc b- Experience and proficiency in image generation, processing and manipulation c- Ability to create high quality and photorealistic images d- Ability to understand and execute client-specific requirements e- Strong attention to detail and ability to deliver high-quality w...
I want to discuss about an AI photo project. Experience with Stable Diffusion, Dreambooth, GANs required. Start your bid with [SD] to be considered.
I am looking for a skilled TensorFlow developer who can help me create a GANs model for image generation. I will be providing the dataset, so no need to worry about that. The ideal candidate should have experience with GANs and deep learning in TensorFlow. The generated images should be of low resolution, less than 512x512. If you have experience with image generation using GANs in TensorFlow, I'd love to hear from you. I require three models: - DCGAN model and code (Convolution based) - Cycle GAN model and code (Convolution based) - Vision transformer GANs model and code For all three evaluation table and FID (Fréchet Inception Distance) for image quality evaluation Dataset: You can ask me for any missing details
Clustering & Parallel Processing of Facial Recognition by Using GAN and Blockchain Privacy computing is a good direction for GAN and blockchain. clustering and parallel processing of facial recognition by using GAN & blockchain is considerabl...server clustering is one node and every server clustering just use GAN for onepart recognition. The first node for recognizing the whole face can be called master node. All nodes will be designed one smart contract on blockchain to communication with each other based on secret protection (privacy protection, such as nose, mouth, etc.). In this dissertation first make facial recognition using GANs then applying clustering and parallel processing of facial recognition for training then consider blockchain security in cluster/para...
...will be used in order to teach StyleGAN to produce realistic images. Understanding the StyleGAN model and experience in working with GANs and image datasets is paramount for this project. Responsibilities: / Preprocess and prepare the input images for training / Train a generative model using the input images / Evaluate the performance of the trained model and fine-tune as needed / Develop an application that can generate new images based on the trained model / Integrate the application into our existing system Suitable Candidate: / Experience with deep learning frameworks such as TensorFlow or PyTorch / Experience with training generative models, such as GANs, VAEs, or autoregressive models / Strong programming skills in Python / Experience with computer vision and imag...
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.