CAMILO CAMACHO
CAMILO CAMACHO

Projects

K3lso v3

2021
Independent
Bogotá, Colombia
Status: In Progress
Coming soon

Version 3 of the official K3lso Quadruped by Robin Fröjd.

K3lso Quadruped Robot - USTA Version

2020
Bogotá, Colombia
Status: Completed

Quadruped robot based on the k3lso v2 prototype by Robin Fröjd.

Visual SLAM (Simultaneous Localization and Mapping) using ROS and Realsense Cameras

2020
Bogotá, Colombia
Status: Finished

ROS packages for visual 3D mapping and localization, based on RTAB-Map, and using Realsense Cámeras (D435 and T256), on iRobot Create 2 robotic platform.

SIOC: Intelligent Containers Organizer System

2019
Bogotá, Colombia
Status: Finished
First Place - Latin Ametican Robotics Competition - IEEE Open

Robot developed for the participacion in the Latin American Robotics Competition, in the IEEE-Open category. We (GED-USTA Team) got the first place.

SIOC Beach

Supervised learning for imitation of movements in humanoid robot

2019
Bogotá, Colombia
Status: Finished
Abstract

This research project aims to develop, implement and evaluate algorithms and methods of supervised learning, in order to create models that allow imitating the movement of upper limbs from video demonstrations, and thus replicate them in humanoid robots such as DarwinOP or the Poppy Torso robotic platfotm. The development will be carried out in three main stages: the contextualization of the state of the art and the methods currently used, the implementation and training of the models based on the proposed algorithms, and the evaluation of the results obtained from the samples extracted from video.

Inference of objectives in demonstrations for learning movements in humanoid robots

2019
Bogotá, Colombia
Status: Finished
Abstract

The goal is for the robot to learn to move its upper limbs from video demonstrations with people. This entails two challenges, how to make the transition from the state space of people to that of the robot and how to generalize the policy. To solve the problem, it is proposed that the robot, based on reverse reinforcement learning, infer the mathematical representation that describes the task shown in the demonstrations. In this way, the robot can learn a generalized policy similar to that of the expert. For learning and validation, the use of humanoid robots, such as the DarwinOP or the open-source platform PoppyTorso, is planned.

Poppy Torso

2018
Bogotá, Colombia
Status: Finished

Propper implementation of the Poppy Torso robot. (Original Project). We use the original hardware and 3D models, but the firmware and software are being developed by us.

Theses

2017
Bogotá, Colombia
Status: Finished
Master thesis

Real-time Urban Traffic Monitoring and Classification System through Digital Image Processing

2014
Tunja, Colombia
Status: Finished
Bachelor Thesis

Performance Evaluation of Controllers for Temperature and Level Regulation in Cascade Tanks

Other Projects

2019
Bogotá, Colombia
Status: Finished
Realsense Dataset Recorder

Software to record RGB-D datasets via Realsense D435

2019
Bogotá, Colombia
Status: Finished
OpenPose Tensorflow

OpenPose implementation using tensorflow.

2018
Bogotá, Colombia
Status: Finished
Dijkstra Pacman

Dijkstra algorithm based pacman solution.

About me

Publications

Projects

Contact

Bogotá, Colombia
Email: camilo.im93[at]gmail.com