amchristonasis Goto Github PK

3-wheel-robotic-vehicle

Movement and Obstacle Avoidance for a 3-Wheel Robotic Vehicle

amchristonasis.github.io

Technical Portfolio

architect_big_data_solutions_with_spark

code, labs and lectures for the course

audioset_raw

Download and create a tfreader for the audioset dataset

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awr1642-read-data-python-

carnd

carnd-mercedes-sf-utilities

Tools for Sensor Fusion processing.

celery

Celery Quick Start on Render

complete-guide-to-tensorflow-for-deep-learning-with-python

dash-plotly-dashboards-tutorial

A hands-on introduction to Plotly and the Dash framework for creating analytical dashboards in Python.

data_science_resources

📊 Data Science Resources, Data Science Standards & Machine Learning Pipelines

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-specialization-coursera-deep-learning.ai

My solutions to the Deep Learning Specilization course by DeepLearning.ai over at Coursera.

deepfake-detection

DeepFake detection challenge proposed by the United Nations Center for Artificial Intelligence and Robotics.

dl_pytorch

Code for the Deep Learning with PyTorch lesson

dsnd_term2

Contains files related to content and project of DSND Term 2

finding-donors-for-charityml

My solution to the project Finding Donors for CharityML of the Udacity Intro to Machine Learning Nanodegree, also part of the former Machine Learning Engineer Nanodegree Term 1. The project entails finding the best potential donors for a charity. The notebook starts with data preprocessing, moves on to experimenting with different classification algorithms, then finetuning the hyperparameters of the one with the best F-score using grid search, and finally investigating the most important features for the classification, as given by the best classifier.

fullstack-course1-module1

intel-edge-ai-for-iot-developers-nanodegree

Projects conducted as part of the Intel Edge AI for IOT Developers Nanodegree by Udacity.

ir-uwb-radar-signal-dataset-for-dense-people-counting

jads_kaggle

Contains our group's work in various kaggle competitions

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

p1_facial_keypoints

My solution to the Udacity Computer Vision Nanodegree Project 1- Facial Keypoint Detection

portdatabaseproject

The creation of the database of a port complete from erd to sql.

pyab