Greg Surma Portfolio

Side Projects


All Artificial Intelligence Computer Vision Self-Driving Cars iOS Misc

Kitty Booth

Kitty Booth

AI Cat Avatars


  •  iPhone / iPad
  • Swift
  • Python
  • Dreambooth

AppStore
Geo Quiz

Geo Quiz

Fun Geography Trivia


  •  iPhone / iPad
  • Swift

AppStore
Endless

Endless

Never-ending AI Video Loops


  •  iPhone / iPad
  • Swift
  • Python
  • StableDiffusion

AppStore
Doggo Booth

Doggo Booth

AI Dog Avatars


  •  iPhone / iPad
  • Swift
  • Python
  • Dreambooth

AppStore
AI Dreamer

∀llphotos.ai

AI Stock Photo Collection


  • StableDiffusion
  • Django
  • Bootstrap

Web
AI Dreamer

AI Dreamer

SOTA text2img


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

AppStore
AI Art Filters

AI Art Filters

Artistic style transfer


  •  iPhone / iPad / mac
  • Swift
  • CoreML

AppStore
Doodles

Doodles

Guessing AI drawings


  •  iPhone / iPad / mac
  • Swift
  • GAN

AppStore
Rocks

Rocks

Tic-Tac-Toe with a twist


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

AppStore
Flappy Brain

Flappy Brain

Classic arcade game with math puzzles


  •  iPhone / iPad / mac
  • Swift
  • SpriteKit

AppStore
Face Toon

Face Toon

Turning selfies into cartoons


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

AppStore
CNN Explainer

CNN Explainer

Making CNNs explainable


  • PyTorch
  • Computer Vision
  • Features Visualization
  • GradCam

GitHub
Jetson

Jetson

Self-driving AI toy car 🧠🚗


  • PyTorch
  • Computer Vision
  • Machine Learning
  • Robotics

GitHub
Photo Enhancer

Photo Enhancer

Image super-resolution


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

AppStore
Islands

Islands

Minimalistic board game


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

AppStore
Image Tagger

Image Tagger

CNN multi-label classifier


  • Python Notebook
  • Computer Vision
  • Keras

GitHub
Magic Photo Eraser

Hashtagram

Smart hashtag generator


  •  iPhone / iPad
  • Swift
  • Vision
  • CoreML

AppStore
Magic Photo Eraser

Magic Photo Eraser

Generative image inpainter


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

AppStore
Deep Dream

Deep Dream

Deep Dream image generator


  • Python
  • Computer Vision
  • TensorFlow

GitHub
Stereo Depth Estimator

Mono Depth Estimator

Depth prediction for self-driving cars


  • Python Notebook
  • Computer Vision
  • Conditional GAN

GitHub
Stereo Depth Estimator

Stereo Depth Estimator

Depth prediction for self-driving cars


  • Python/OpenCV
  • Computer Vision
  • SGBM

GitHub
Metal Camera

Metal Camera

Camera overlays with GPU shaders


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

GitHub
Easy Filters

Easy Filters

Collection of image filters


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

AppStore
Edge Detector

Edge Detector

Holistically-Nested Edge Detection


  •  iPhone
  • Swift - MVC
  • CoreML
  • Metal

GitHub
Street Lanes Finder

Street Lanes Finder

Lane detection for self-driving cars


  • Python Notebook
  • Computer Vision

GitHub
Game of Life

Game of Life

NetLogo implementation of Conway's game


  • NetLogo
  • Game of Life

GitHub
Meta Intelligence

Meta Intelligence

AI research environment for metaprogramming


  • Python
  • Genetic Evolution
  • Reinforcement Learning

GitHub
Caged Brain

Caged Brain

Mind game


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

GitHub
Prison Escape

Prison Escape

Prisoner's Dilemma research environment


  • Python Notebook
  • Axelrod
  • Reinforcement Learning

GitHub
Face Generator

Face Generator

DCGAN face generator


  • Python Notebook
  • TensorFlow
  • DCGAN

GitHub
Image Generator

Image Generator

DCGAN image generator


  • Python Notebook
  • TensorFlow
  • DCGAN

GitHub
Stellar

Stellar

Astronomy Photo of the Day


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

GitHub
Whereabouts

Whereabouts

Geo Challenge


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

AppStore
Deep Traffic

Deep Traffic

Traffic Navigation Competition


  • Hyperparameter Tuning
  • Reinforcement Learning
  • DQN

GitHub
Pixelizator

Pixelizator

Image pixelizer


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

GitHub
Style Transfer

Style Transfer

CNN style transfer


  • Python Notebook
  • Keras
  • CNN

GitHub
Histopathologic Cancer Detector

Histopathologic Cancer Detector

CNN tumor identifier


  • Python Notebook
  • Keras
  • Transfer Learning

GitHub
Digit Recognizer

Digit Recognizer

Convolutional Neural Network digit recognizer


  • Python Notebook
  • Keras
  • CNN

GitHub
Image Classifier

Image Classifier

Convolutional Neural Network image classifier


  • Python Notebook
  • Keras
  • CNN

GitHub
Password Cracker

Password Cracker

Character-level password cracker


  • Python
  • TensorFlow
  • RNN LSTM

GitHub
Text Predictor

Text Predictor

Character-level text generator


  • Python
  • TensorFlow
  • RNN LSTM

GitHub
Atari

Atari

AI research environment for the Atari 2600 games


  • Python
  • Keras
  • DDQN/GE

GitHub
Slitherin

Slitherin

AI research environment for the game of Snake


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

GitHub
Cartpole

Cartpole

OpenAI's gym env solver


  • Python
  • Keras
  • DQN

GitHub
Pong

Pong

Classic Atari game


  •  iPhone/iPad
  • Swift - MVC
  • SpriteKit

GitHub
Achi

Achi

Tic-Tac-Toe extension


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

Appstore
Sleepless Mac

Sleepless Mac

Status bar app that prevents your mac from sleeping


  •  macOS
  • Swift

GitHub
Xcode Project Cleaner

Xcode Project Cleaner

Shell script that quickly cleans up xcode project


  •  iOS/macOS
  • Shell

GitHub
Newstagram

Newstagram

Simple news feed app


  •  iOS
  • Swift - MVC
  • Parallax scrolling

GitHub
Prime Numbers Generator

Prime Numbers Generator

Erathosieve


  •  iOS/macOS
  • Swift
  • Sieve of Eratosthenes

GitHub
Diffie-Hellman Key Exchange

Diffie-Hellman Key Exchange

Public-key protocol


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

GitHub
Screenshot Manager

Screenshot Manager

macOS utility app


  •  macOS
  • Swift - MVC
  • Customizing system screenshots

Dropbox
Sliding Puzzle

Sliding Puzzle

Board game


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

Appstore
Triangle

Triangle

Abstract strategy board game


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

Appstore
Hex

Hex

Classic Hex game with AI oponnent


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

Appstore
Twitter Data Parser

Twitter Data Parser

Python scripts that download metadata and tweets for given users


  • Python
  • Twitter API

GitHub
Snap it

Snap it

Machine Learning object recognition game


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

Appstore
2048 AI

2048 AI

Classic 2048 game enhanced with AI Solver


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

Appstore
Raspberry Pi LCD System Monitoring

Raspberry Pi LCD System Monitoring

Python script that displays system data on i2c LCD screen


  • Python
  • Raspberry Pi

GitHub
Magic Cube

Magic Cube

3D mind puzzle board game


  •  iPhone/iPad
  • Swift - VIPER
  • RxSwift

Appstore
GitHub Feed

GitHub Feed

Visually simple yet powerful github feed app


  •  iPhone
  • Swift - VIPER
  • RxSwift
  • RDP

GitHub
Steganographer

Steganographer

Script allowing hiding or revealing data in image files


  • Java
  • Steganography
  • Least Significant Bit algorithm

GitHub
Tetris X 2048

Tetris X 2048

Tetris and 2048 combined


  •  iPhone
  • Swift - MVC

Appstore
Beat me

Beat me

Classic Tic-Tac-Toe with unbeatable AI


  •  iPhone
  • Swift - MVC
  • Minimax AI

Appstore
Portfolio

Portfolio

Meta


  • Jekyll
  • GitHub Pages
  • HTML/CSS/JS

GitHub

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