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A.L.G.Prasad's Projects

advanced-lane-detection icon advanced-lane-detection

Developed a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. Detect lane lines in a variety of conditions, including changing road surfaces, curved roads, and variable lighting.

aws-robomaker-sample-application-objecttracker icon aws-robomaker-sample-application-objecttracker

Use AWS RoboMaker and demonstrate a simulation that can train a reinforcement learning model to make a TurtleBot WafflePi to follow a TurtleBot burger, and then Deploy via RoboMaker to the robot.

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

colmap icon colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

darkent_ros_alg icon darkent_ros_alg

Darknet ros package forked from https://github.com/leggedrobotics/darknet_ros. A launch file is added for the diver following task

displaycontrol icon displaycontrol

Python library to control projectors and displays via serial and ethernet connection.

diver_follower icon diver_follower

A ROS package for diver following with an underwater robot that detects the diver using yolov3 implemented using darkent_ros

diver_mover icon diver_mover

A package to move the diver model in Gazebo. This is used in the diver following setting.

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dso icon dso

Direct Sparse Odometry

esc_calibration_raspberry_pi icon esc_calibration_raspberry_pi

When you have your own controller (for any mobile vehicle) implemented in Raspberry pi, sending PWM values from the PX4 flight stack is cumbersome and using Raspberry pi GPIO pins for controlling motors is imperative. In order to achieve that, it is required to calibrate ESCs with Raspberry pi and test if you can send controls to GPIO PINS. This program does exactly that. See README for detailed instructions.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

gazebo_projection_mapping icon gazebo_projection_mapping

ROS package that uses a Gazebo virtual camera to retrieve an image from a simulated environment that will be displayed in the ambient using a projector attached to a mobile robot platform.

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