samiarja

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

PythonRobotics

Python sample codes for robotics algorithms.

DataSciComp

A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

speed-camera

A Unix, Windows, Raspberry Pi Object Speed Camera using python, opencv, video streaming, motion tracking. Includes a Standalone Web Server Interface, Image Search using opencv template match and a whiptail Admin Menu Interface Includes picam and webcam Plugins for motion track security camera configuration including rclone sync script. watch-app allows remotely controller camera configuration from a remote storage service name. Uses sqlite3 and gnuplot for reporting. Recently added openalpr license plate reader support.

pistreaming

A little demo of streaming the Pi's camera to web browsers

TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

action-recognition-visual-attention

Action recognition using soft attention based deep recurrent neural networks

DataVisualization

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

AttentionalPoolingAction

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

ActionVLAD

ActionVLAD for video action classification (CVPR 2017)

SafeOpt

Safe Bayesian Optimization

SelfDrivingRCCar

Autonomous RC Car using Neural Networks, Python and Open CV

Novel-Deep-Learning-Model-for-Traffic-Sign-Detection-Using-Capsule-Networks

capsule networks that achieves outstanding performance on the German traffic sign dataset

keras-video-classifier

Keras implementation of video classifier

autonomous_driving

Ros package for basic autonomous lane tracking and object detection

DeepZine

Synthetic book pages created with a PGGAN

OpenCV-3.2.0-Compiling-on-Raspberry-Pi

Download, Compile, Build, and Install OpenCV 3.2.0 with Extra Modules on RPI running Raspberry Pi OS

Okutama-Action

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

MIT-6.S094-Deep-Learning-for-Self-Driving-Cars

Human-Activity-Recognition

Recognizing human activities using Deep Learning

scannertools

Python video processing toolkit

vidpipe

Video data processing pipeline using OpenCV

keras-deep-learning

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

pose2action

experiments on classifying actions using poses

NCS-Pi-Stream

Stream video on the web from RPi with object detection using Movidius Neural Compute Stick

LSTM-KTH

A recurrent deep neural network for human activity recognition, using the KTH dataset as anexample.

CNN-Action-Recognition

Action Recognition using Convolutional Neural Network (CNN)

Cross-Dataset-Action-Detection

Implementation of a Cross Dataset framework that both detects actions in a crowded scenes and adapt Models from a Source datset to a new Target dataset with minumum annotaions needed.