agritech

Recommendation system for farmers based on soil type, location, season etc.

airsimtensorflow

A simple example of using Microsoft AirSim to train a TensorFlow neural net on collision avoidance

arcgis-python-api

Documentation and samples for ArcGIS API for Python

awesome_3dreconstruction_list

A curated list of papers & ressources linked to 3D reconstruction from images.

callisto-core

Report intake, escrow, matching and secure delivery code for Callisto, an online reporting system for sexual assault.

cicflowmeter

CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has been used in many Cybersecurity datsets such as Android Adware-General Malware dataset (CICAAGM2017), IPS/IDS dataset (CICIDS2017), Android Malware dataset (CICAndMal2017) and Distributed Denial of Service (CICDDoS2019).

cnn-anomaly-detection-keras

Convolution network to detect anomalies on images

csc

Lesson materials for "Introduction to Python GIS" -course held at CSC Finland.

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

deepmatch

Metric/Embedding learning using (convolutional) neural network with application to keypoint matching, stereo matching, image retrival, etc

dmil-wdds

Deep multiple instance learning based wheat diseases diagnosis system

drone-images-mosaicing

This project contains the code written from scratch to generate mosaics out of drone imagery. This code can also be used for panorama generation.

dronekit-python

DroneKit-Python library for communicating with Drones via MAVLink.

face-track-demo

Raspberry Pi python PiCamera, OpenCV Face and Motion Tracking using pan/tilt assembly via servo controller or gpiozero pwm

facial-expression-generation

fcnd-term1-p1-backyard-flyer

Udacity Flying Car Nanodegree - Term 1 - Project 1 - Backyard Flyer

fcnd-term1-p3-3d-quadrotor-controller

Udacity Flying Car Nanodegree - Term 1 - Project 3 - 3D Quadrotor Controller

finetuned-resnet50-keras

This repo shows how to finetune a ResNet50 model for your own data using Keras.

flyingcar

Flying Car Nanodegree

gan-depth-semantic3d

codes for paper "Adversarial Semantic Scene Completion from a Single Depth Image" in 3DV 2018

geotiff-canvas

Draw .tiff image on openlayer web map using geotiff format parsing on javascript

img2ply

Convert an image sequence to a PLY point cloud.

lsm

Code for Learnt Stereo Machines based on the NIPS 2017 paper

mask_rcnn

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

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

neuralgenetic

Optimizing artificial neural network parameters using the genetic algorithm for the classification of the Fruits360 dataset. The implementation is from scratch using NumPy.

nodemcu-devkit

A development kit for NodeMCU firmware

odm

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images.

opencv-js

This contains compiled javascript version of OpenCV with default CMAKE flags

orthomosaic

Rectify and stitch images together using multiview geometry.