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Dev Soni's Projects

2-dof_manipulator icon 2-dof_manipulator

🦾 Simple graphical representation of 2dof robotic arm. For making more intuition how robot kinematics works.

chart-classification-using-cnn----keras icon chart-classification-using-cnn----keras

This repository consists of models of CNN for classifying different types of charts. Moreover, it also includes script of fine-tuned VGG16 for this task. On top of that CradCAM implementation of fine-tuned VGG16.

control-of-quadrotor icon control-of-quadrotor

πŸ›Έ Developed PID controllers for controlling quadrotors in 1-D, 2-D, and 3-D control in MATLAB simulation environment.

hrwros_ws icon hrwros_ws

🦾🏭This repository consists of the project code of the "Hello real world with ROS" course. Which is organized by TU Delf university on the Edx platform & the Project pertaining to factory automation using ROS.

mpc-autonomous-vehicles icon mpc-autonomous-vehicles

This repository contains the code for model predictive controller for controlling autonomous vehicles.

mpc-implementation icon mpc-implementation

This repository has the code for the nonlinear model predictive controller for target tracking problems with the use of Casadi framework and Matlab simulation environment. 🏎️ ✈️

rl-nmpc icon rl-nmpc

Reinforcement learning for weights tunning of NMPC.

smart-cart-vision icon smart-cart-vision

This repository is made for showcasing mowito assignment. Tasks like object detection of grocery products and barcode detection of that carried out. For barcode detection pyzbar library used and yolov5 model trained for undetectable barcode.

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