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Python Cool Stuff

AI Video Restoration Made Simple for Old Videos

ai video restoration

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

Live Portrait Animate

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

ai image generator

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

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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Subtitle Generator Guide: Transform Speech into Text

Subtitle Generator Guide

Introduction A subtitle generator has become an essential tool for anyone working with audio or video content. As digital communication continues to grow, subtitles help bridge gaps in accessibility, comprehension, and language diversity. Whether you’re creating educational videos, online tutorials, podcasts, or professional presentations, accurately transforming speech into text ensures your message reaches more people.

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AI Object Removal Using Python: A Practical Guide

AI Object Removal Using Python

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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Image Captioning using PyTorch and Transformers in Python

Image Captioning using PyTorch and Transformers in Python

Image captioning python is all about teaching a computer to look at a picture and describe it in natural language. Instead of manually writing alt-text or descriptions for every image, you use deep learning models to generate sentences automatically. With a few lines of code in Python, you can load a pre-trained vision–language model, pass

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FaceFusion Face Swap Is WILD (Full FaceFusion Installation and Tutorial)

FaceFusion Face Swap

Why FaceFusion Face Swap Is So Powerful FaceFusion Face Swap takes the classic idea of swapping faces and pushes it into serious, production-grade territory. Instead of a simple filter, you get an “industry leading face manipulation platform” that runs locally, giving you precise control over how faces are detected, aligned, swapped, and enhanced in both

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How to perform a face Swap in a Video with Your Own image using Roop

Deep fake

Introduction (Face Swap): If you’ve ever wanted to drop your face into a video—cleanly and with minimal setup—this guide walks you through Roop, a simple face-swap tool you can run locally. We’ll cover the full workflow: creating a clean Conda environment, installing the exact dependencies, preparing your image and target video, and running Roop on

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Eran Feit