mingalievdinar Goto Github PK
Name: Dinar
Type: User
Company: Drei
Bio: Data Scientist. Skills: Python, R, HDFS, Hive, SQL, Spark, PyTorch, Computer Vision, CNN, RNN, GAN
Location: Vienna, Austria
Name: Dinar
Type: User
Company: Drei
Bio: Data Scientist. Skills: Python, R, HDFS, Hive, SQL, Spark, PyTorch, Computer Vision, CNN, RNN, GAN
Location: Vienna, Austria
The Goal of this Project is to write a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. The camera calibration images, test road images, and project videos are available in the project repository.
An introduction of a simple approach for CTR Anomaly Detection
The goal of the project - to build a neural network (in Keras) which can drive a car in a simulation track.
Given an image of a dog, algorithm identifies its breed using convolution neural networks in PyTorch
The goal of the project is implementation of Extended Kalman filter C++. Be using simulated lidar and radar measurements we detecting a bicycle that travels around your vehicle. The Kalman filter for lidar measurements and radar measurements is used to track the bicycle's position and velocity.
Introduction to Deep Convolutional Generative Adversarial Networks (DCGANs) for Face Generation
Create a neural network architecture to automatically generate captions from images.
The goal of this project is to create a pipeline that find lines on the road
Several Jupyter Notebooks for machine learning
The goal of the project is implementation of Model Predictive Control to drive the car around the track.
The idea of the project is to try (setup environment, inference and train) a PyTorch-based object detection model YOLO5 created by ultralytics.
Implementation of a PID controller in C++ to maneuver the vehicle around the virtual track! The simulator provides the cross track error (CTE) and the velocity (mph) in order to compute the appropriate steering angle and speed
Several projects how to program Self-Driving-Cars
The aim - is to develop a model that will give accurate predictions for the customer's test sample, but the training sample for is not given. It should be collected by parsing
In this project, I use convolutional neural network to classify traffic signs. Specifically, I trained a model to classify traffic signs from the German Traffic Sign Dataset. I used TensorFlow for model development and trained it on GPU.
The goal of the project is implementation of a 2 dimensional particle filter in C++. Given a map and some initial localization information (analogous to what a GPS would provide), at each time step the filter will get observation and control data.
The goal of the project is implementation of unscented Kalman filter using the CTRV motion model.
The goal is to create a pipeline to identify and track vehicles in a video from a front-facing camera on a car with a traditional Computer Vision approach for object detection: processing stages, feature extraction, spatial sampling and classification
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.