fitrialif Goto Github PK

intro_to_the_math_of_intelligence

This is the code for "Intro - The Math of Intelligence" by Siraj Raval on Youtube

introdeeplearning

introduction-to-python-for-computational-science-and-engineering

Book: Introduction to Python for Computational Science and Engineering

invasive_species_monitoring

Implemented convolutional neural network GoogLeNet with Inception modules and Ensemble of Inception V3, Xception, ResNet50 using transfer learning to detect invasive hydrangea in Brazilian national forest images dataset from Kaggle. Programmed in Keras using TensorFlow backend.

inventory

Machine learning from grocery store reciepts

inyourface

Data, Code and Outputs for our manuscript "In your face: The biased judgement of fear-anger expressions in violent offenders."

ipbemonets

IPB EmoNets: a Deep Learning Approach for Emotion Recognition and Analysis

ipynb_playground

Various ipython notebooks

ipython-notebooks

A collection of IPython notebooks covering various topics.

ironcar

🏎️ Mini self-driving car for {curious, passionnate} people.

is7033

PhD Seminar Course on advanced Artificial Intelligence algorithms by Dr. Paul Rad @ UT San Antonio.

isic-archive

International Skin Imaging Collaboration: Melanoma Project

island_loss

tensorflow island loss for face recognition

jaffe-feature

Feature vectors extracted from JAFFE, using a OpenCV based library 'stasm'. The JAFFE database is not included due to permission issues.

jaffe-tensorflow

Crude CNN using tensorflow for facial emotion recognition on the JAFFE dataset

jaffexperiments

Experiments on the JAFFE Dataset

jeffheaton-book-code

Source code from my older (pre Artificial Intelligence for Humans books) books. I am no longer updating these older editions.

jetbot

An educational AI robot based on NVIDIA Jetson Nano.

jetracer

An autonomous AI racecar using NVIDIA Jetson Nano

jetson-car

Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end training approach

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

jupyter

Jupyter metapackage for installation, docs and chat

kaggle

Code for Kaggle Competitions

kaggle-distracted-driver-detection

10th place solution in "State Farm Distracted Driver Detection"

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-facial-keypoints

Kaggle facial keypoints detection by Keras

kaggle-facial-keypoints-detection

Implementaion of Kaggle Facial Keypoints Detection in Keras

kaggle-grasp-and-lift

kaggle-ieeg-prediction

Kaggle Competition - iEEG Seizure Prediction - Keras

kaggle-seeclickfix-ensemble

Prize winning solution to the SeeClickFix contest hosted on Kaggle, developed by teammates Bryan Gregory and Miroslaw Horbal. The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. My teammate and I used this ensemble code base to combine our top ranked individual models to create a prize-winning solution, defeating >500 other teams and winning a prize of $1,000.