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How to Accomplish: Develop a script that iterates over the image database, preprocesses each image according to the model's requirements (e.g., resizing, normalization), and feeds them into the model for prediction. Ensure the script can handle large datasets efficiently by implementing batch processing. Use libraries like NumPy or Pandas for data management and TensorFlow or PyTorch for model inference. Include... - Source: dev.to / 18 days ago
Hi everyone! I’m devloker, and today I’m excited to share a project I’ve been working on: a digit recognition system implemented using pure math functions in Python. This project aims to help beginners grasp the mathematics behind AI and digit recognition without relying on high-level libraries like TensorFlow or PyTorch. You can find the complete code on my GitHub repository. - Source: dev.to / 16 days ago
PyTorch - An open source machine learning framework. PyTorch Tutorials - Tutorials and documentation. - Source: dev.to / 23 days ago
In this guide, we provided a comprehensive, step-by-step explanation of how to implement a simple GPT (Generative Pre-trained Transformer) model using PyTorch. We walked through the process of creating a custom dataset, building the GPT model, training it, and generating text. This hands-on implementation demonstrates the fundamental concepts behind the GPT architecture and serves as a foundation for more complex... - Source: dev.to / about 1 month ago
PyTorch is a powerful and flexible deep learning framework that offers a rich set of features for building and training neural networks. - Source: dev.to / about 1 month ago
MDBootstrap - Free for personal & commercial use Bootstrap, Angular, React, and Vue UI Kits with over 700 components, stunning templates, 1-min installation, extensive tutorials & colossal community. - Source: dev.to / 5 months ago
I used this a while back, if you're into material design it's pretty solid https://mdbootstrap.com/. Source: about 1 year ago
By default, the IPX image optimizer that the image module is using, needs to have a list of domains that can be used for optimizing the images. For now, what would happen is that our Banner would be displayed, but it wont be optimized. In order to enable the optimization, we need to add the [mdbootstrap.com](http://mdbootstrap.com) to the allowed domains for IPX. Let’s do this below:. - Source: dev.to / over 1 year ago
Frontend: HTML, CSS, JavaScript, JQuery, AJAX, Bootstrap; I use Django's Jinja2-based templating system. I also have a commercial license for https://mdbootstrap.com/, if you want to build out and customize your own pages with a sleek material design. I'm open to substituting any of the major front-end frameworks in lieu of this vanilla approach. Source: over 1 year ago
Express, or Express.js, is a Node.js based web framework written in JavaScript. It is the standard web framework for Node.js. Express is popularly used in JavaScript development stacks like MEAN, MERN and MEVN along with MongoDB and JavaScript frontend frameworks. Some popular websites using Express are Unsplash, MDBootstrap, Paypal, Coursera, Atlassian, Shopee and Docker Hub. - Source: dev.to / over 1 year ago
TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.
Material UI - A CSS Framework and a Set of React Components that Implement Google's Material Design
Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.
Craftwork - A collection of User Interface resources made by Craftwork
Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.
Materialize CSS - A modern responsive front-end framework based on Material Design