Greg (@gsurma)

Top repositories

1

style_transfer

CNN image style transfer ๐ŸŽจ.
Jupyter Notebook
272
star
2

atari

AI research environment for the Atari 2600 games ๐Ÿค–.
Python
247
star
3

image_generator

DCGAN image generator ๐Ÿ–ผ๏ธ.
Jupyter Notebook
214
star
4

face_generator

DCGAN face generator ๐Ÿง‘.
Jupyter Notebook
200
star
5

image_classifier

CNN image classifier implemented in Keras Notebook ๐Ÿ–ผ๏ธ.
Jupyter Notebook
178
star
6

cartpole

OpenAI's cartpole env solver.
Python
143
star
7

text_predictor

Char-level RNN LSTM text generator๐Ÿ“„.
Python
113
star
8

slitherin

AI research environment for the game of Snake ๐Ÿ .
Python
90
star
9

jetson

Self-driving AI toy car ๐Ÿค–๐Ÿš—.
Jupyter Notebook
80
star
10

metal_camera

iOS metal camera with GPU shaders.
Swift
73
star
11

pixelizator

Swift/Python image pixelizer ๐Ÿ–ผ๏ธ.
Swift
68
star
12

deep_traffic

MIT DeepTraffic top 2% solution (75.01 mph) ๐Ÿš—.
JavaScript
56
star
13

password_cracker

Char-level RNN LSTM password cracker ๐Ÿ”‘๐Ÿ”“.
55
star
14

stereo_depth_estimator

Stereo depth estimation for self-driving cars ๐Ÿš—
Python
49
star
15

edge_detector

HED real-time iOS edge detector.
Swift
43
star
16

deep_dream

DeepDream psychodelic image generator.
Python
39
star
17

sliding_puzzle

Swift implementation of the Sliding Puzzle game with Iterative Deepening A* AI Solver.
Swift
35
star
18

street_lanes_finder

Street lanes finder for self-driving cars๐Ÿš—.
Jupyter Notebook
34
star
19

gsurma.github.io

Greg's Portfolio ๐ŸŒŽ.
HTML
31
star
20

digit_recognizer

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
Jupyter Notebook
30
star
21

meta_intelligence

AI research environment for program generation.
Python
27
star
22

histopathologic_cancer_detector

CNN histopathologic tumor identifier.
Jupyter Notebook
27
star
23

mono_depth_estimator

Mono depth estimation for self-driving cars ๐Ÿš—
Jupyter Notebook
24
star
24

image_tagger

CNN multi-label image classifier ๐Ÿ–ผ๏ธ.
Jupyter Notebook
20
star
25

twitter_data_parser

Python scripts that download metadata and tweets for given users.
Python
18
star
26

prison_escape

Prisoner's Dilemma research environment.
Jupyter Notebook
16
star
27

cnn_explainer

Making CNNs interpretable.
Jupyter Notebook
15
star
28

newstagram

Simple iOS news feed app where you can customize categories and regions.
Swift
15
star
29

diffie_hellman_key_exchange

Swift implementation of classic cryptographic key exchange method.
Swift
15
star
30

prime_numbers_generator

Eratosthenes Sieve based prime numbers generator written in Swift.
Swift
11
star
31

sleepless_mac

Status bar app that prevents your mac from sleeping.
Swift
10
star
32

rpi_lcd_system_monitoring

Python scripts that display sytem data on i2c LCD screen.
Python
7
star
33

pong

iOS implementation of the classic Atari Pong game.
Swift
6
star
34

xcode_project_cleaner

Shell script that quickly cleans up xcode project.
Shell
6
star
35

game_of_life

NetLogo implementation of Conway's Game Of Life.
NetLogo
6
star
36

github_feed

Visually simple yet powerful github feed app.
Swift
4
star
37

stellar

Astronomy Photo of the Day ๐Ÿš€.
Swift
4
star
38

gsurma

3
star