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The Rise of Vision Transformers. Is the era of ResNet coming to an end? | by Nate Cibik

Data ScienceJanuary 15, 202498Views 0Likes 0Comments

And so, it appears that the answer is not a fight to the death between CNNs and Transformers (see the many overindulgent eulogies for LSTMs), but rather something a bit more romantic. Not only does the adoption of 2D convolutions in hierarchical transformers like CvT and PVTv2 conveniently create multiscale features, reduce the complexity of…

Workflow, tools, and accuracy tips

UncategorisedJanuary 15, 2024131Views 0Likes 0Comments

Have you ever needed to extract data from a PDF or scanned document into a spreadsheet? OCR can be a real timesaver. Simply scan your documents and convert the images into editable, searchable text. OCR makes data extraction easy, whether working with PDFs, photos, or scanned pages. This guide will walk you through the OCR…

How to Solve Real-Life Problems of Bank Reconciliations (With Examples)

NanonetsJanuary 15, 2024132Views 0Likes 0Comments

Bank reconciliation is the process of matching the company’s cash ledger with the bank statements. The objective is to scrutinize each transaction and identify any errors or potential fraud. The two ledgers generally don’t match due to factors such as bank fees, interest, outstanding checks, and deposits in transit. These discrepancies must be accounted for…

Researchers from Google AI and Tel-Aviv University Introduce PALP: A Novel Personalization Method that Allows Better Prompt Alignment of Text-to-Image Models

AI NewsJanuary 15, 2024116Views 0Likes 0Comments

Researchers from Tel-Aviv University and Google Research introduced a new method of user-specific or personalized text-to-image conversion called Prompt-Aligned Personalization (PALP). Generating personalized images from text is a challenging task and requires the presence of diverse elements like specific location, style, or (/and) ambiance. Existing methods compromise personalization or prompt alignment. The most difficult challenge…

MLBasics — Simple Linear Regression | by Josep Ferrer | Medium

Data ScienceJanuary 15, 2024116Views 0Likes 0Comments

In the world of data and computer programs, the concept of Machine Learning might sound like a tough nut to crack, full of tricky math and complex ideas. This is why today I want to slow down and check out the basic stuff that makes all this work. I’m kicking off a fresh set of…

This AI Paper Introduces the Open-Vocabulary SAM: A SAM-Inspired Model Designed for Simultaneous Interactive Segmentation and Recognition

AI NewsJanuary 15, 2024112Views 0Likes 0Comments

Combining CLIP and the Segment Anything Model (SAM) is a groundbreaking Vision Foundation Models (VFMs) approach. SAM performs superior segmentation tasks across diverse domains, while CLIP is renowned for its exceptional zero-shot recognition capabilities. While SAM and CLIP offer significant advantages, they also come with inherent limitations in their original designs. SAM, for instance, cannot…

Running Local LLMs and VLMs on the Raspberry Pi | by Pye Sone Kyaw | Jan, 2024

Data ScienceJanuary 14, 2024116Views 0Likes 0Comments

Get models like Phi-2, Mistral, and LLaVA running locally on a Raspberry Pi with Ollama Host LLMs and VLMs using Ollama on the Raspberry Pi — Source: AuthorEver thought of running your own large language models (LLMs) or vision language models (VLMs) on your own device? You probably did, but the thoughts of setting things…

This Paper Explores the Application of Deep Learning in Blind Motion Deblurring: A Comprehensive Review and Future Prospects

AI NewsJanuary 14, 2024108Views 0Likes 0Comments

When the camera and the subject move about one another during the exposure, the result is a typical artifact known as motion blur. Computer vision tasks like autonomous driving, object segmentation, and scene analysis can negatively impact this effect, which blurs or stretches the image’s object contours, diminishing their clarity and detail. To create efficient…

What Sets Great Data Analysts Apart | by Jordan Gomes | Jan, 2024

Data ScienceJanuary 14, 2024121Views 0Likes 0Comments

Still looking for a New Year’s resolution? Here are 6 skills to develop to make you & your team ridiculously efficient. What makes a great data analyst? Great data analysts can find creative solutions to complex problems and produce quality work in record time. They know exactly which questions to ask to get to a…

This AI Paper from Segmind and HuggingFace Introduces Segmind Stable Diffusion (SSD-1B) and Segmind-Vega (with 1.3B and 0.74B): Revolutionizing Text-to-Image AI with Efficient, Scaled-Down Models

AI NewsJanuary 14, 2024120Views 0Likes 0Comments

Text-to-image synthesis is a revolutionary technology that converts textual descriptions into vivid visual content. This technology’s significance lies in its potential applications, ranging from artistic digital creation to practical design assistance across various sectors. However, a pressing challenge in this domain is creating models that balance high-quality image generation with computational efficiency, particularly for users…