Artificial Images

Spring Fall

Week 2 Common FFMPEG commands

Scraping images from Pinterest, Behance, and Tumbler with the Pindown Chrome extension

Make ML Art with Colab: Week 2 (DeepDream, Lucid, Inspiration, Converting Notebooks)

Demo: Neural Style Transfer Video with Optical Flow and Tensorflow

Laserjet Cinema: Software Installation Instructions

Video Art with FFMPEG: Week 1 Bonus (Python + FFMPEG + Colab)

Adding Audio to Video with ffmpeg

RunwayML Gen-1 Text-to-Video sample

Better than Photoshop! Interactive StyleGAN Cropping Tool (Python, OpenCV)

Split video into frames using FFMPEG

Scrape images from Bing using Bulk-Bing-Image-downloader

Video Art with FFMPEG Week 1 (FFMPEG Basics)

Artificial Images 2.1: Week 1

Create Seamless Tile Images with Stable Diffusion

Week 2: Exploring Text Classifiers on Huggingface

Randomly Switch Between Two Videos (After Effects Expressions)

UX/UI/AI Week 1: Course Themes

Train A Style LoRA With Eden Art

Week 4: Person Detection (Yolo v8)

DMT PRC

What is Generative AI Good (and Bad) At? (2024 Edition)

How Do Diffusion Models like Midjourney and Stable Diffusion Work?

Automate Rotoscoping with RunwayML’s Green Screen Tool

Converting a Machine Learning Github Repo into a Colab Notebook

Week 2: FFProbe (Storing duration, dimensions, and framerate to JSON)

Paris (Tasma KN-3)

Interpolate between two images (FILM - Hugging Face Spaces Tutorial)

Week 3: Action Classification (Kinetics-400 and Something-Something-V2 VideoMAE Models)

Week 5: Dialogue Extraction (OpenAI Whisper)

Scream Scenes (Director’s Commentary)

Texturize (Basic Texture Synthesis Demo Using Machine Learning in Colab)

Week 5: Sentence Similarity (Sentence Transformers and ChatGPT)

Zeroscope Text-To-Video Colab Installation Tutorial

Next Frame Prediction (NFP) - Week 2

Scraping Web Images with the Chrome Developer Console

UX/UI/AI Week 1: The Ethical Implications of AI

UX/UI/AI Week 1: Course Structure and Objectives

Week 5 Lecture: Dialogue Extraction and Sentence Similarity

Week 5: Sentence Similarity (video guidance method)

Scraping a website using beautifulsoup4 (Python tutorial)

Tools: Paperspace + Terminal - Week 2

Training a custom Pix2Pix model using Pix2PixHD

Words Are Images Week 6 (SD Upscale and Superresolution)

Make ML Art With Google Colab: Week 1

Make ML Datasets: Week 1 (Introduction to models and dataset creation, dataset ethics)

Dataset Creation Workshop: Python, OpenCV and Numpy

Dance Squared (Rene Jodoin, 1961)

I See Your Fear (Scream Scenes Day 28)

Train a Custom YOLO-v4 Object Detection Model in RunwayML

Suspense (Scream Scenes Day 08)