Pre-Training U-Net Using Autoencoders - Autoencoders and Visualizing Features
Explore autoencoders, image reconstruction, and feature visualization in deep learning models through hands-on coding examples and practical demonstrations.
Classification of MNIST Sign Language Alphabets Using Deep Learning
Learn to classify hand sign language alphabets using deep learning, covering data preparation, model creation, and result analysis for 25 classes.
Skin Cancer Lesion Classification Using the HAM10000 Dataset
Learn to classify skin cancer lesions using HAM10000 dataset. Covers data preparation, model building with Auto Keras, and result analysis for 7 types of skin lesions.
Semantic Segmentation Made Easy - Using Segmentation Models Library
Learn to implement semantic segmentation using the Segmentation Models library, covering model types, backbones, data augmentation, preprocessing, and training on electron microscopy datasets.
Pretrained CNN Features for Semantic Segmentation Using Random Forest
Explore semantic segmentation using VGG16 features and Random Forest, offering improved results for limited training data compared to U-net.
Inking Techniques for Digital Artists - Shiny Surfaces
Learn digital inking techniques for shiny surfaces, focusing on line weight, tapered lines, and Gaussian blur effects in this fan art demonstration of Scarlet Witch.
How to Use Control Net Batch Processing to Make Videos with Colab, Deforum The LastBen Notebook
Learn to create videos using Controlnet batch processing with Colab and Deforum. Master image-to-video conversion, explore various Controlnet models, and unleash your creativity with fun animal-themed projects.
How to Enhance Photos with a Pen Tablet - Part 1
Enhance photos artistically using a pen tablet with clever brush techniques for highlights, shadows, and subtle effects.
Impulse Teleport Effect in Adobe After Effects Tutorial
Learn to create an impressive impulse teleport effect in Adobe After Effects, covering techniques like roto brush, precomposing, motion blur, and camera shake for dynamic visual impact.
Simple & Advanced Object Removal Tutorial for Video in After Effects and Mocha
Learn advanced object removal techniques in After Effects and Mocha, including motion tracking, clone stamping, and mask removal. Enhance your video editing skills with practical examples and step-by-step guidance.
Sky Replacement in Photoshop - Add Clouds to Your Photo
Master sky replacement in Photoshop without selections. Learn to blend colors, add dynamic clouds, and enhance your photos with easy techniques for stunning results.
Blend Subject and Reflections Using Blend Modes in Photoshop
Master Photoshop blend modes to seamlessly integrate subjects and reflections with backgrounds. Learn selection techniques, color matching, and light adjustment for realistic composites.
Affinity Photo - Slideshow Design Tricks That Are Awesome
Discover 5 quick and creative techniques to design eye-catching vacation slideshows using Affinity Photo, enhancing your photos with unique effects and layouts.
Midjourney V5 - Massive Review
Comprehensive review of Midjourney V5's enhanced AI image generation capabilities, showcasing improvements in detail, consistency, and versatility across various artistic styles and complex compositions.
Beginners Guide - AI Image Generation
Explore AI image generation with Midjourney: learn its workings, impact on art, practical applications, and tips for improved results in this comprehensive beginner's guide.
Remove Dust & Specks - Affinity Photo Tutorial
Learn effective techniques to remove dust and specks from photos using Affinity Photo, including filters, masks, and noise addition for a clean, professional result.
Rethinking the Detection of Child Sexual Abuse Imagery on the Internet
Longitudinal study on child sexual abuse imagery distribution, revealing challenges in detection and proposing solutions to combat its spread across the Internet.
DeepFloyd IF by Stability AI - Review and How to Use
Explore DeepFloyd IF, a cutting-edge image generation model. Learn its architecture, capabilities, and how to use it on Kaggle. Compare with other models and see practical examples of text-to-image generation.
Integrating ROS into EdgeX: Building a Unified Edge Computing System
Explore integrating ROS into EdgeX for unified edge computing solutions, covering architecture, device nodes, machine learning, lightweight Linux, and edge computing cluster vision.
Meet FLAVA: A Unified Vision and Language Foundation Model
Explore FLAVA, a unified vision and language model, its architecture, and performance across 35 tasks. Learn about the journey towards creating this holistic foundation model for multimodal AI applications.
How Humans and AI Collaborate at JPMorgan Chase
Explore human-in-the-loop machine learning applications at JPMorgan Chase, focusing on practical datasets and methodologies in computer vision and natural language processing.