​ Home Table of Contents Implementing a Convolutional Autoencoder with PyTorch Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure About the Dataset Overview Class Distribution Data Preprocessing Data Split Configuring the Prerequisites Defining the Utilities Extracting Random Images Displaying Images Displaying… Read More »Implementing a Convolutional Autoencoder with PyTorch Aditya Sharma PyImageSearch

​ The idea of a machine writing for you has moved from science fiction to reality thanks to advancements in AI technology. Today, several internet tools and apps can instantly produce everything from emails to whole blog entries. Many even function as extensions for your… Read More »Top Artificial Intelligence AI-powered Chrome Extensions Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

​ Text-to-image (T2I) generative models have attracted unheard-of attention from both within and outside the research community, serving as a low-barrier entry point for non-researcher users like artists and amateurs to engage in AI-assisted content creation. Several lightweight personalization techniques, such as DreamBooth and LoRA,… Read More »Meet AnimateDiff: An Effective AI Framework For Extending Personalized Text-to-Image (T2I) Models Into An Animation Generator Without Model-Specific Tuning Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Information created intentionally rather than as a result of actual events is known as synthetic data. Synthetic data is generated algorithmically and used to train machine learning models, validate mathematical models, and act as a stand-in for test production or operational data test datasets.… Read More »Top Synthetic Data Tools/Startups For Machine Learning Models in 2023 Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

​ Artificial Intelligence (AI) and Natural Language Processing (NLP) techniques are used in the process of AI content detection to automatically recognize and assess the content of a text. Here are some of the tools to check AI content. Originality.AI Originality. AI is a tool… Read More »Top Artificial Intelligence (AI) Content Detection Tools Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

​ Person re-identification (Person Re-ID) is a sophisticated computer vision approach that makes identifying people using surveillance cameras at different places and times easier. Using personal images poses substantial privacy concerns, even though it has a huge potential to improve security and public safety. Since… Read More »Identifiable, But Not Visible: A Privacy-Preserving Person Re-identification Scheme (Paper Summary) Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost

​ Grammarly is an AI-powered writing aid that ensures your writing is error-free and polished. Salesforce is a cloud-based software company that provides CRM (customer relationship management) solutions to businesses of all sizes. Google Analytics is a free service that provides insightful data on how… Read More »Top AI Tools For Entrepreneurs 2023 Prathamesh Ingle Artificial Intelligence Category – MarkTechPost

​ The Vision Transformer (ViT) rapidly replaces convolution-based neural networks because of its simplicity, flexibility, and scalability. A picture is segmented into patches, and each patch is linearly projected to a token, forming the basis of this model. Input photos are usually squared up and… Read More »Google DeepMind Introduces NaViT: A New ViT Model which Uses Sequence Packing During Training to Process Inputs of Arbitrary Resolutions and Aspect Ratios Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Transformer models have been recently gaining a lot of popularity. These neural network models follow relationships in sequential input, such as the words in a sentence, to learn context and meaning. With the introduction of models like GPT 3.5 and GPT 4, proposed by… Read More »A New AI Research From DeepMind Proposes Two Direction And Structure-Aware Positional Encodings For Directed Graphs Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​Novel view synthesis from a single image requires inferring occluded regions of objects and scenes while simultaneously maintaining semantic and physical consistency with the input. Existing approaches condition neural radiance fields (NeRF) on local image features, projecting points to the input image plane, and aggregating… Read More »NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion Apple Machine Learning Research