Pytorch Pix2Pix ML5 Pix2Pix
I used Denscap to test IM2TXT model.
For testing the CycleGAN example, I trained the model with my face and the face of the character, Neytiri, in the film Avatar. I first scrapped Neytiri images from the Bing image search using the same image scraper I made for the last DCGAN test. I also resized and center cropped all those scraped images using dataset-utils.py […]
I trained my own models for DCGAN. I first tried with the instagram pictures of one of my favorite photographer, Hamada Hideaki. I used the Instagram scrapper made by Richard Arcega for scrapping the imags. However, after finishing this first DCGAN model training, I realized that DCGAN results are hard to be satisfying with random images. Therefore, I gave it […]
For this midterm project, I scrapped about 4000 movie poster images from movieposter.com and used them for the image path and the image t-SNE.
I trained my own models following the tutorial here. The paintings that I used for the training are Yoonbok Shin(1758-?)’s <A Drink Party> and Marc Chagall(1887-1985)’s <I and the Village>. The Summary of Training Process 1. Setting up Install the paperspace API npm install -g paperspace-node Login to paperspace from your terminal paperspace login Clone the repository […]
The Character Network and Sentiment in an Epic Story For my final project of this A to Z class, I am going to analyze the importance of characters, relationships between them and sentiment in those relationships in an epic story and visualize the result. I am interested in text analyzing stuff such as word2vec, and sentiment […]
This project created a word2vec matrix based on 56326 movie reviews scrapped from Rotten Tomato. I used ml5 library for generating the matrix. It shows 10 closest words to your input word according to the matrix. You can see more logical correlation between the input and outputs when you give it an adjective that is […]
This is a generative music project that creates musical sequences from the soundtrack of Sound of Music. I used Tone.js to play the samples, but didn’t quite understand how to play the keys in sequence and in consequence, the webpage is a bit buggy when it plays the samples now. (to be fixed) Visit the website
This week’s deliveries: Select an idea that your team likes the most Figure out an MVP to prototype Come up with a research plan Make the prototype Test it! [Selected Idea] “We provide a shared shuttle service for regular commuters in the City via currently existing shared bus service, Chariot, assuming that we are […]