Projects in Awesome Lists by gsurma
A curated list of projects in awesome lists by gsurma .
https://github.com/gsurma/style_transfer
CNN image style transfer 🎨.
cnn computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras machine-learning neural-network notebook python style-transfer
Last synced: 09 Apr 2025
https://github.com/gsurma/atari
AI research environment for the Atari 2600 games 🤖.
ai artificial-intelligence atari breakout ddqn dqn gym machine-learning ml python python2 q-l reinforcement-learning rl space-invaders
Last synced: 09 Apr 2025
https://github.com/gsurma/image_generator
DCGAN image generator 🖼️.
dcgan dcgan-tensorflow deep-learning gan generative-adversarial-network jupyter machine-learning neural-network python python3 simpsons simpsons-dataset tensorflow
Last synced: 13 Apr 2025
https://github.com/gsurma/face_generator
DCGAN face generator 🧑.
computer-vision dcgan dcgan-tensorflow deepfake deepfakes gan gan-tensorflow jupyter-notebook notebook python
Last synced: 07 May 2025
https://github.com/gsurma/image_classifier
CNN image classifier implemented in Keras Notebook 🖼️.
ai artificial-intelligence cnn cnn-classification cnn-keras colaboratory convolutional-neural-networks efficientnet efficientnet-keras google-colab image-classification image-recognition keras machine-learning ml notebook python transfer-learning
Last synced: 08 May 2025
https://github.com/gsurma/cartpole
OpenAI's cartpole env solver.
ai cartpole cartpole-v1 dqn dqn-solver machine-learning openai openai-gym python python27 reinforcement-learning
Last synced: 03 Apr 2025
https://github.com/gsurma/text_predictor
Char-level RNN LSTM text generator📄.
ai artificial-intelligence deep-learning lstm lstm-neural-networks machine-learning python rnn rnn-tensorflow text-mining
Last synced: 12 May 2025
https://github.com/gsurma/slitherin
AI research environment for the game of Snake 🐍 .
ai bfs dfs dnn genetic-algorithm genetic-algorithms gym hamiltonian longest-path monte-carlo openai openai-gym python python27 requests-for-research rl slitherin-gym snake snake-game
Last synced: 01 Aug 2025
https://github.com/gsurma/jetson
Self-driving AI toy car 🤖🚗.
autonomous-driving autopilot cnn diy end-to-end jetbot jetracer jetson jetson-nano nano nvidia nvidia-jetson-nano python pytorch self-driving-car self-driving-cars vision waveshare
Last synced: 12 May 2025
https://github.com/gsurma/pixelizator
Swift/Python image pixelizer 🖼️.
image-processing ios pixel pixel-art pixels python swift
Last synced: 12 May 2025
https://github.com/gsurma/deep_traffic
MIT DeepTraffic top 2% solution (75.01 mph) 🚗.
artificial-intelligence deep-traffic dqn hyperparameter-optimization javascript machine-learning q-learning reinforcement-learning traffic
Last synced: 12 May 2025
https://github.com/gsurma/password_cracker
Char-level RNN LSTM password cracker 🔑🔓.
ai artificial-intelligence deep-learning hacking lstm machine-learning neural-networks password password-generator python recurrent-neural-networks rnn rnn-tensorflow text-mining
Last synced: 12 May 2025
https://github.com/gsurma/stereo_depth_estimator
Stereo depth estimation for self-driving cars 🚗
ai depth-estimation opencv python self-driving-cars stereo-matching stereo-vision
Last synced: 25 Jul 2025
https://github.com/gsurma/edge_detector
HED real-time iOS edge detector.
artificial-intelligence computer-vision coreml deep-learning edge-detection hed ios ios-metal machine-learning metal mobile swift xcode
Last synced: 02 Aug 2025
https://github.com/gsurma/deep_dream
DeepDream psychodelic image generator.
artificial-intelligence cnn convolutional-neural-networks deep-dream deep-dreaming deep-learning deep-neural-networks inception machine-learning python python3 style-transfer tensorflow tensorflow-examples
Last synced: 24 Oct 2025
https://github.com/gsurma/sliding_puzzle
Swift implementation of the Sliding Puzzle game with Iterative Deepening A* AI Solver.
a-star a-star-algorithm ai artificial-intelligence ida ios iterative-deepening-a-star iterative-deepening-search sliding-puzzle-game swift
Last synced: 21 Jun 2025
https://github.com/gsurma/street_lanes_finder
Street lanes finder for self-driving cars🚗.
computer-graphics computer-vision jupyter-notebook metalkit python python3 self-driving-car self-driving-cars shader shaders vision
Last synced: 29 Aug 2025
https://github.com/gsurma/digit_recognizer
CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).
ai artificial-intelligence cnn cnn-keras convolutional-neural-networks deep-learning digit-recognition google-colab jupyter-notebook kaggle kaggle-competition keras machine-learning mnist python
Last synced: 12 May 2025
https://github.com/gsurma/gsurma.github.io
Greg's Portfolio 🌎.
ios linux macos objective-c portfolio portfolio-website python python2 swift website
Last synced: 16 Sep 2025
https://github.com/gsurma/histopathologic_cancer_detector
CNN histopathologic tumor identifier.
artificial-intelligence cancer cancer-detection cnn cnn-keras convolutional-neural-networks jupyter-notebook kaggle kaggle-competition machine-learning network-in-network neural-network python transfer-learning
Last synced: 13 Oct 2025
https://github.com/gsurma/meta_intelligence
AI research environment for program generation.
ai artificial-intelligence brainfuck brainfuck-interpreter brainfuck-programs evolution genetic-algorithm machine-learning metaprogramming neuroevolution reinforcement-learning
Last synced: 17 Jun 2025
https://github.com/gsurma/steganographer
Script allowing hiding or revealing data in image files.
cryptography java steganography
Last synced: 08 Jul 2025
https://github.com/gsurma/mono_depth_estimator
Mono depth estimation for self-driving cars 🚗
ai artificial-intelligence computer-graphics computer-vision deep-learning depth-estimation depth-prediction gan image-to-image-translation jupyter-notebook keras machine-learning mono-depth pix2pix pix2pix-tensorflow python self-driving-car stereo-matching stereo-vision
Last synced: 12 May 2025
https://github.com/gsurma/cnn_explainer
Making CNNs interpretable.
artificial-intelligence cnn cnn-classification cnn-explainer convolutional-neural-network convolutional-neural-networks explainable-ai gradcam gradcam-heatmap gradcam-visualization heatmaps imagenet imagenet-classifier interpretability machine-learning occlusion occlusions python pytorch
Last synced: 12 May 2025
https://github.com/gsurma/twitter_data_parser
Python scripts that download metadata and tweets for given users.
data machine-learning parser python python2 twitter twitter-api
Last synced: 20 Jul 2025
https://github.com/gsurma/image_tagger
CNN multi-label image classifier 🖼️.
cnn cnn-keras hashtag hashtags image image-classification instagram jupyter-notebook keras machinlearning multi-label-classification python python3 tags
Last synced: 12 May 2025
https://github.com/gsurma/prison_escape
Prisoner's Dilemma research environment.
axelrod game-theoretic-algorithms game-theory game-theory-framework notebook prisoner-dilemma prisoner-dilemma-simulation python
Last synced: 12 May 2025
https://github.com/gsurma/diffie_hellman_key_exchange
Swift implementation of classic cryptographic key exchange method.
cryptography diffie-hellman ios macos prime-numbers swift symmetric-key-cryptography
Last synced: 12 May 2025
https://github.com/gsurma/prime_numbers_generator
Eratosthenes Sieve based prime numbers generator written in Swift.
erathosieve eratosthenes ios macos prime prime-numbers swift
Last synced: 12 May 2025
https://github.com/gsurma/rpi_lcd_system_monitoring
Python scripts that display sytem data on i2c LCD screen.
linux monitoring python python2 raspberry-pi
Last synced: 11 Aug 2025
https://github.com/gsurma/game_of_life
NetLogo implementation of Conway's Game Of Life.
conway-game conways-game-of-life game-of-life life netlogo netlogo-example
Last synced: 25 Dec 2025
https://github.com/gsurma/xcode_project_cleaner
Shell script that quickly cleans up xcode project.
Last synced: 12 May 2025