Greg Surma - Portfolio - GitHub Pages

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Greg Surma Portfolio

Side Projects

All Artificial Intelligence Computer Vision Self-Driving Cars iOS Misc

Kitty Booth

AI Cat Avatars

•  iPhone / iPad
• Swift
• Python
• Dreambooth

Geo Quiz

Fun Geography Trivia

•  iPhone / iPad
• Swift

Endless

Never-ending AI Video Loops

•  iPhone / iPad
• Swift
• Python
• StableDiffusion

Doggo Booth

AI Dog Avatars

•  iPhone / iPad
• Swift
• Python
• Dreambooth

∀llphotos.ai

AI Stock Photo Collection

• StableDiffusion
• Django
• Bootstrap

AI Dreamer

SOTA text2img

•  iPhone / iPad / mac
• Swift
• Python
• CoreML

AI Art Filters

Artistic style transfer

•  iPhone / iPad / mac
• Swift
• CoreML

Doodles

Guessing AI drawings

•  iPhone / iPad / mac
• Swift
• GAN

Rocks

Tic-Tac-Toe with a twist

•  iPhone / iPad / mac
• Swift
• α-β Minimax AI

Flappy Brain

Classic arcade game with math puzzles

•  iPhone / iPad / mac
• Swift
• SpriteKit

Face Toon

Turning selfies into cartoons

• PyTorch
• Computer Vision
• Machine Learning
•  iPhone / iPad

CNN Explainer

Making CNNs explainable

• PyTorch
• Computer Vision
• Features Visualization
• GradCam

Jetson

Self-driving AI toy car 🧠🚗

• PyTorch
• Computer Vision
• Machine Learning
• Robotics

Photo Enhancer

Image super-resolution

•  iPhone / iPad
• Swift
• CoreML
• OpenGL Shaders

Islands

Minimalistic board game

•  iPhone / iPad
• Swift
• In-App Purchases

Image Tagger

CNN multi-label classifier

• Python Notebook
• Computer Vision
• Keras

Hashtagram

Smart hashtag generator

•  iPhone / iPad
• Swift
• Vision
• CoreML

Magic Photo Eraser

Generative image inpainter

•  iPhone / iPad
• Swift/ObjC/C++/Python
• TensorFlow
• OpenCV

Deep Dream

Deep Dream image generator

• Python
• Computer Vision
• TensorFlow

Mono Depth Estimator

Depth prediction for self-driving cars

• Python Notebook
• Computer Vision
• Conditional GAN

Stereo Depth Estimator

Depth prediction for self-driving cars

• Python/OpenCV
• Computer Vision
• SGBM

Metal Camera

Camera overlays with GPU shaders

•  iPhone/iPad
• Swift - MVC
• GPU shaders
• Metal

Easy Filters

Collection of image filters

•  iPhone/iPad
• Swift - MVC
• GPU shaders
• Metal

Edge Detector

Holistically-Nested Edge Detection

•  iPhone
• Swift - MVC
• CoreML
• Metal

Street Lanes Finder

Lane detection for self-driving cars

• Python Notebook
• Computer Vision

Game of Life

NetLogo implementation of Conway's game

• NetLogo
• Game of Life

Meta Intelligence

AI research environment for metaprogramming

• Python
• Genetic Evolution
• Reinforcement Learning

Caged Brain

Mind game

•  iPhone/iPad
• Swift - MVC
• Aaronson Oracle

Prison Escape

Prisoner's Dilemma research environment

• Python Notebook
• Axelrod
• Reinforcement Learning

Face Generator

DCGAN face generator

• Python Notebook
• TensorFlow
• DCGAN

Image Generator

DCGAN image generator

• Python Notebook
• TensorFlow
• DCGAN

Stellar

Astronomy Photo of the Day

•  iPhone/iPad
• Swift - MVC
• Core Animation

Whereabouts

Geo Challenge

•  iPhone/iPad
• Swift - MVC
• Motion Effects

Deep Traffic

Traffic Navigation Competition

• Hyperparameter Tuning
• Reinforcement Learning
• DQN

Pixelizator

Image pixelizer

•  iPhone/iPad
• Image Processing
• Swift
• Python

Style Transfer

CNN style transfer

• Python Notebook
• Keras
• CNN

Histopathologic Cancer Detector

CNN tumor identifier

• Python Notebook
• Keras
• Transfer Learning

Digit Recognizer

Convolutional Neural Network digit recognizer

• Python Notebook
• Keras
• CNN

Image Classifier

Convolutional Neural Network image classifier

• Python Notebook
• Keras
• CNN

Password Cracker

Character-level password cracker

• Python
• TensorFlow
• RNN LSTM

Text Predictor

Character-level text generator

• Python
• TensorFlow
• RNN LSTM

Atari

AI research environment for the Atari 2600 games

• Python
• Keras
• DDQN/GE

Slitherin

AI research environment for the game of Snake

• Python
• Keras/TFLearn
• DNN/GE/{D,B}FS

Cartpole

OpenAI's gym env solver

• Python
• Keras
• DQN

Pong

Classic Atari game

•  iPhone/iPad
• Swift - MVC
• SpriteKit

Achi

Tic-Tac-Toe extension

•  iPhone/iPad
• Swift - MVC
• α-β Minimax AI

Sleepless Mac

Status bar app that prevents your mac from sleeping

•  macOS
• Swift

Xcode Project Cleaner

Shell script that quickly cleans up xcode project

•  iOS/macOS
• Shell

Newstagram

Simple news feed app

•  iOS
• Swift - MVC
• Parallax scrolling

Prime Numbers Generator

Erathosieve

•  iOS/macOS
• Swift
• Sieve of Eratosthenes

Diffie-Hellman Key Exchange

Public-key protocol

•  iOS/macOS
• Swift
• Primitive root modulo n

Screenshot Manager

macOS utility app

•  macOS
• Swift - MVC
• Customizing system screenshots

Sliding Puzzle

Board game

•  iPhone/iPad
• Swift - MVC
• Iterative deepening A*

Triangle

Abstract strategy board game

•  iPhone/iPad
• Swift - MVC
• A* winning path
• α-β Minimax AI

Hex

Classic Hex game with AI oponnent

•  iPhone/iPad
• Swift - MVVM
• Dijkstra shortest path
• α-β Minimax AI

Twitter Data Parser

Python scripts that download metadata and tweets for given users

• Python
• Twitter API

Snap it

Machine Learning object recognition game

•  iPhone/iPad
• Swift - MVC
• TensorFlow
• CoreML

2048 AI

Classic 2048 game enhanced with AI Solver

•  iPhone/iPad
• Swift - MVVM
• Monte-Carlo Tree Search AI

Raspberry Pi LCD System Monitoring

Python script that displays system data on i2c LCD screen

• Python
• Raspberry Pi

Magic Cube

3D mind puzzle board game

•  iPhone/iPad
• Swift - VIPER
• RxSwift

GitHub Feed

Visually simple yet powerful github feed app

•  iPhone
• Swift - VIPER
• RxSwift
• RDP

Steganographer

Script allowing hiding or revealing data in image files

• Java
• Steganography
• Least Significant Bit algorithm

Tetris X 2048

Tetris and 2048 combined

•  iPhone
• Swift - MVC

Beat me

Classic Tic-Tac-Toe with unbeatable AI

•  iPhone
• Swift - MVC
• Minimax AI

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