Eran Feit Blog posts

Vision Transformer Image Classification PyTorch Tutorial

VIT, Image Classification, Pytorch / 19/12/2025

Introduction In the rapidly evolving world of deep learning, the Vision Transformer PyTorch tutorial has become a vital resource for developers looking to move beyond traditional Convolutional Neural Networks (CNNs). Instead of scanning images with spatial filters, Vision Transformers (ViT) treat an image as a sequence of patches, enabling the model to learn global context […]

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How to Use Vision Transformer for Image Classification

VIT, Image Classification, Pytorch / 17/12/2025

Introduction Vision Transformer image classification is changing the way computer vision models understand images by treating them as sequences rather than grids of pixels.Instead of relying on convolutional layers, this approach applies transformer architectures—originally designed for natural language processing—directly to visual data.This shift enables models to capture long-range relationships across an image in a more

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LLaVA Image Recognition in Python with Ollama and Vision Language Models

VIT / 16/12/2025

Introduction Understanding LLaVA image recognition Python opens the door to running powerful multimodal artificial intelligence directly from your code. This emerging technology enables developers to combine image inputs with natural language instructions, allowing Python programs to see and understand images the way humans do. Rather than relying solely on traditional computer vision tools, LLaVA merges

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How to Run BLIP-2 Image Analysis with Python

VIT, Pytorch / 15/12/2025

Introduction BLIP-2 image analysis Python is becoming one of the most practical ways to connect visual data with natural language understanding.Instead of treating images and text as separate worlds, BLIP-2 brings them together in a single multimodal model that can both describe what it sees and answer questions about images. With BLIP-2 image analysis Python,

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AI Video Restoration Made Simple for Old Videos

Python Cool Stuff / 15/12/2025

Introduction AI video restoration has become one of the most practical ways to bring old, low-quality footage back to life.With recent advances in diffusion models and deep learning, it’s now possible to enhance clarity, reduce noise, and recover lost details in videos that were once considered unusable.This shift has made professional-level restoration accessible to developers,

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How to Use AI Face Animation for Lifelike Portraits

Python Cool Stuff, Pytorch / 13/12/2025

AI face animation is an advanced technique that breathes life into still portraits by applying artificial intelligence to understand and reproduce facial expressions and movements. It begins with facial feature detection—mapping key points such as eyes, nose, mouth and jaw. The system then analyses the subject’s expressions and applies predefined or custom animation templates to

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Free AI Image Generator – Text to Image AI Made Easy

Python Cool Stuff, Pytorch / 10/12/2025

An AI image generator is a type of artificial intelligence system that can turn written or spoken prompts into pictures. These systems belong to a class of generative models within deep learning. Unlike traditional graphics software that requires manual design, an AI image generator learns patterns from vast datasets and synthesizes entirely new visuals based

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How to Use Grounding DINO with Segment Anything Tutorial

Image Segmentation, Python Cool Stuff / 08/12/2025

grounding dino segment anything tutorial

Introduction In the world of AI-powered computer vision, combining detection, segmentation, and creative editing in a single pipeline is a major breakthrough. The grounding dino segment anything tutorial introduces precisely such a workflow — allowing you to detect arbitrary objects described in text, segment them precisely, and even manipulate them (for example via inpainting or

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Python Subtitle Generator Faster-Whisper: Create SRT Files Guide

Python Cool Stuff / 07/12/2025

Introduction Building a Python Subtitle Generator Faster-Whisper is a game-changer for content creators and developers looking for high-speed, accurate transcription. This guide provides a comprehensive workflow to automate speech-to-text conversion using the optimized Faster-Whisper engine. By the end of this tutorial, you will be able to process audio and video files directly into professional SRT

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AI Object Removal Using Python: A Practical Guide

Python Cool Stuff / 06/12/2025

Introduction AI Object Removal Using Python has quickly become one of the most practical and exciting applications of modern computer vision. It allows anyone—from developers to digital artists—to automatically erase unwanted objects from images without manually editing pixels. Instead of relying on traditional tools like clone stamping or masking, deep learning models can now detect

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