DALL-E API - Introduction to Generative AI Image Creation
Comprehensive tutorial on using DALL-E API for AI image generation, covering setup, creation, editing, and variations, with practical demonstrations and insights.
Face Tracking Robot with OpenCV, Python, Arduino and Geekom AS6
Autonomous robot using OpenCV and Arduino to track and follow faces, with real-time adjustments based on face position and size for movement control.
DIY Computer Vision Web App with OpenAI API for Online Images - Python, Bottle, OpenAI
Build a web app using Python, Bottle, and OpenAI API to analyze online images with computer vision, including SQLite integration for data storage.
DIY Computer Vision Image Classification Web App with OpenAI Vision API - Python and Bottle
Build a web app for image classification using OpenAI Vision API, Python, and Bottle. Learn system architecture and code implementation for practical AI integration.
DIY OpenAI Vision API App with Speech Recognition - Python, OpenAI, Google Speech Services
Build a Python app integrating OpenAI Vision API and speech recognition for automated item identification and voice-based interaction with computer vision systems.
Efficient and Portable AI/LLM Inference on the Edge Cloud - Workshop
Explore efficient AI/LLM inference on edge cloud using WebAssembly. Learn to create lightweight, portable applications for media processing, vision, and language models, running at native speed across CPUs and GPUs.
Building General Zero-Shot Robot Policies - How Large Models Changed Robotics
Explore how large AI models revolutionize robotics through Task and Motion Planning, examining PaLM-E, RT-2, and Aloha Unleashed for advanced robot decision-making and dexterity.
Midlevel Representations and Domain-Specific Geometric Estimation
Explore midlevel representations and domain-specific geometric estimation techniques with Magnus Oskarsson in this IEEE Signal Processing Society webinar.
Data-Driven Fine Manipulation in Robotics - 2024 Winter Robotics Colloquium
Data-driven approaches for fine manipulation in robotics, enhancing precision and adaptability. Research focuses on empowering general-purpose hardware systems to automate delicate tasks using imitation learning and reinforcement learning techniques.
Football AI Tutorial: From Basics to Advanced Stats with Python
Learn to build an AI system for advanced football analytics using computer vision and machine learning. Covers player tracking, team identification, and stats calculation like ball possession and speed.
Trapped Ion Quantum Computers - Platform for QNN Neuroradiology
Explore trapped ion quantum computers' potential in neuroradiology through analysis of key papers on fault-tolerant circuits, quantum CNNs, and image classification for ischemic cardiopathy.
On Robustness and Generative Modeling
Explore adversarial training's impact on AI robustness and generative modeling. Gain insights into energy dynamics, robust overfitting, and the connection between robust classifiers and generative capabilities.
Drawing Beautiful Landscapes in Procreate - Step by Step Tutorial
Step-by-step tutorial for creating a beautiful landscape illustration in Procreate, covering essential techniques from sky and water to reflections and details.
Collage Animation After Effects Tutorial
Learn to create dynamic collage animations in After Effects, from basic techniques to advanced effects like rotoscoping, motion tracking, and 3D asset integration.
AI for Everyone - First Attempt at Using MediaPipe for Gesture Detection
Explore hand gesture detection using MediaPipe and OpenCV. Learn to create distance matrices, calculate errors, and implement a basic gesture recognition algorithm in Python.
AI for Everyone - Face Recognition with OpenCV
Learn face recognition using OpenCV and Python. Covers importing images, setting up environments, finding faces, encoding, and labeling. Practical guide for implementing facial recognition in computer vision projects.
YOLOv3 From Scratch
Comprehensive tutorial on implementing YOLOv3 object detection algorithm from scratch using PyTorch, covering architecture, dataset loading, loss function, and training setup.
Money-Coin Counter Using Computer Vision
Learn to build a computer vision system that accurately counts and identifies money and coins using OpenCV, covering setup, image processing, object detection, and color analysis.
Coffee Machine Virtual Interface Using Computer Vision
Learn to create a virtual coffee machine interface using computer vision techniques, including hand detection, selection modes, and interactive elements.
Easy Hand Sign Detection - American Sign Language ASL - Computer Vision
Learn to detect American Sign Language hand signs using computer vision techniques, from setup to customization, with practical coding examples and hands-on training.
How to Build a Detectron2 Model with Roboflow and Paperspace Gradient
Learn to build a Detectron2 model using Roboflow for image preprocessing and Paperspace Gradient for GPU-backed training. Covers dataset access, image augmentation, and model development.