Joshua's repositories
arkit-swift
Resources for the ARKit with Swift course.
Awesome-CoreML-Models
Largest list of Core ML models. PRs welcomes for new models.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
bayesian-methods-for-ml
Materials for "Bayesian Methods for Machine Learning" Coursera MOOC
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
CVND_Exercises
Exercise notebooks for CVND.
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
intro-to-dl
Resources for "Introduction to Deep Learning" course.
keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
mlc-ai-2022-notebooks
Notebooks from https://mlc.ai/summer22/schedule (YouTube https://www.youtube.com/@mlc-ai2867)
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
P1_Facial_Keypoints
First project for CVND: facial keypoint detection.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
Udacity_VRDeveloper_Project1
Udacity VR Nanodegree Project 1
Udacity_VRDeveloper_Project1_Term3
Udacity VR Nanodegree Project 1 (Term 3)
Udacity_VRDeveloper_Project2
Udacity VR Nanodegree Project 2
Udacity_VRDeveloper_Project2_Term3
Udacity VR Nanodegree Project 2 (Term 3)
Udacity_VRDeveloper_Project2_Term3_Video
Udacity_VRDeveloper_Project2_Term3 Video
XCS224N-Handouts
Contains Lecture Notes and Suggested Readings for XCS224N
YOLO_Object_Detection
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube