maggieliuzzi
Machine Learning Engineer & AI Researcher || Reinforcement Learning, Deep Learning, Computer Vision, Perception, Robotics. maggieliuzzi.com
Q-CTRL | Baraja | Westpac | GoogleSydney, Australia
maggieliuzzi's Stars
DopplerHQ/awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
openai/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
lazyprogrammer/machine_learning_examples
A collection of machine learning examples and tutorials.
tensorforce/tensorforce
Tensorforce: a TensorFlow library for applied reinforcement learning
philtabor/Youtube-Code-Repository
Repository for most of the code from my YouTube channel
philtabor/Deep-Q-Learning-Paper-To-Code
philtabor/Actor-Critic-Methods-Paper-To-Code
philtabor/Reinforcement-Learning-In-Motion
Code repository for my course on the fundamentals of reinforcement learning
maggieliuzzi/radar_target_simulation_and_detection
Simulating radar measurements and use them to detect targets through digital signal processing (DSP) | FMCW Waveform Generation | Fast Fourier Transform (FFT) | Range Doppler Map | CFAR Visualisation
philtabor/Simple-Neural-Network
maggieliuzzi/radar_signal_processing
Calculates range using beat frequencies and velocity based on Doppler frequency shifts.
maggieliuzzi/reinforcement_learning
A mix of resources related to Reinforcement Learning.
maggieliuzzi/2D_feature_tracking_camera
Keypoint detection, description and matching on camera image(s) | Shi-Tomasi, Harris, FAST, BRISK, ORB, AKAZE, SIFT, BRIEF, FREAK | Binary vs HOG | FLANN vs Brute Force | Nearest Neighbour vs K Nearest Neighbours
maggieliuzzi/cnn_opencv_image_lensflare_blur
Uses MobileNetV2 CNN to detect images with lens flare or blur | Training images sourced by web scraping and using the Google Images API | Hosted on a Flask server
maggieliuzzi/deep_learning
Various scripts and Jupyter notebooks related to Deep Learning.
maggieliuzzi/recycling-classifier
Retrains top layers of MobileNetV2 (CNN) with TensorFlow or Theano to classify images based on the material of the main object depicted.
maggieliuzzi/unscented_kalman_filter_lidar_radar
Unscented Kalman Filter for LiDAR and Radar Sensor Fusion.
james-sorrell/advanced_computer_vision
Advanced Computer Vision
james-sorrell/reinforcement_learning
OpenAI Gym - Reinforcement Learning
maggieliuzzi/advanced_python
Advanced concepts in Python.
maggieliuzzi/age_gender_estimation_pepper_robot
Uses the MobileNetV2 CNN with Keras and Tensorflow or Theano to estimate people's age and gender with a Pepper robot.
maggieliuzzi/algorithms_data_structures
Python implementations of popular data structures and algorithms.
maggieliuzzi/dear-future-me
Write something to your future self.
maggieliuzzi/kalman_filters
Basic Kalman Filter functions in Python and C++.
maggieliuzzi/kdtree_overlapping_images_rustiness_percentage
maggieliuzzi/machine_learning
General Machine Learning scripts and snippets.
maggieliuzzi/maths
Classes and functions to work with mathematical objects and properties in Python.
maggieliuzzi/numpy_matplotlib_pandas_scipy
Numpy, Matplotlib, Pandas and Scipy for Machine Learning.
james-sorrell/standalone_problems
A collection of preparation questions taken from various sources and solutions written by me
maggieliuzzi/react_node_js_app
Simple React web-application hosted on the cloud which retrieves tweets and news articles based on user preferences | APIs | JavaScript | MongoDB | Express | AWS EC2