Javier Martínez Ojeda – Medium

Javier Martínez Ojeda

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Applied Reinforcement Learning V: Normalized Advantage Function (NAF) for Continuous Control

Introduction and explanation of the NAF algorithm, widely used in continuous control tasks

Jan 19, 2023

Applied Reinforcement Learning V: Normalized Advantage Function (NAF) for Continuous Control

Jan 19, 2023

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Applied Reinforcement Learning IV: Implementation of DQN

Implementation of the DQN algorithm, and application to OpenAI Gym’s CartPole-v1 environment

Jan 10, 2023

Applied Reinforcement Learning IV: Implementation of DQN

Jan 10, 2023

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Multi-Task Learning for Classification with Keras

Learn how to build a model capable of performing multiple image classifications concurrently with Multiple-Task Learning

Aug 14, 2022

Multi-Task Learning for Classification with Keras

Aug 14, 2022

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Digit Classification with Single-Layer Perceptron

Construction of a Single Layer Perceptron from scratch and application to the binary classification of digits

Jun 30, 2022

Digit Classification with Single-Layer Perceptron

Jun 30, 2022

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Feature Selection Using Genetic Algorithms

Learn how GA work by applying it to the feature optimization process

May 29, 2022

Feature Selection Using Genetic Algorithms

May 29, 2022

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Introduction to TensorFlow’s Functional API

Learn what the Functional API is, and how to build complex keras models using it

Dec 18, 2024

Introduction to TensorFlow’s Functional API

Dec 18, 2024

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YOLO inference with Docker via API

Learn how to orchestrate object detection inference via a REST API with Docker

Jul 19, 2024

YOLO inference with Docker via API

Jul 19, 2024

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Object Detection: COCO and YOLO formats, and conversion between them

Learn the structure of COCO and YOLO formats, and how to convert from one to another.

Feb 11, 2024

Object Detection: COCO and YOLO formats, and conversion between them

Feb 11, 2024

Robot Localization with Total Probability

Locate a robot using statistical distributions that indicates the probability of the robot being at each state in the state space

Aug 1, 2023

Robot Localization with Total Probability

Aug 1, 2023

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Forward and Backward Mapping for Computer Vision

Forward Mapping and Backward Mapping applied to the transformation of images

May 25, 2023

Forward and Backward Mapping for Computer Vision

May 25, 2023

Javier Martínez Ojeda

Javier Martínez Ojeda

MSc in Artificial Intelligence | AI Software Developer | Robotics | Industrial Engineering Graduate

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