utilities

Schematic of the sound event detection demo. Dog barking to microphone and being detected.

Deep Learning for Real-Time Sound Event Detection on CPU 🎶 ⚠️ 🌊 💬 🐶

Demonstration powered by PyTorch and Tkinter

NOV 4, 2021
categories: UTILITIES
tags: AUDIO, GUI, LIVE ELECTRONICS, MACHINE LEARNING, PYTORCH, SIGNAL PROCESSING, TKINTER, VIDEO

Screenshot from the transcription tool.

Speech-to-text Editor Powered by Python and Qt

Featuring Silero DL models and an asynchronous interactive plugin mechanism

SEP 27, 2021
categories: UTILITIES
tags: ANNOTATION, AUDIO, GUI, MACHINE LEARNING, PYTORCH, QT, SIGNAL PROCESSING, SPEECH-TO-TEXT

An image with 4 people, and the face segmentation on top.

Robust Face Segmentation

Mixing human keypoint estimation from PyTorch and face segmentation from Caffe

NOV 28, 2020
categories: UTILITIES
tags: C++, CAFFE, COMPUTER VISION, DOCKER, MACHINE LEARNING, PYTORCH

Image of mars and the corresponding HSV histogram.

Project Highlights

30-second YouTube video showcasing some of my past work

JUL 12, 2020
categories: CREATIONS, PERSONAL, UTILITIES
tags: ARDUINO, BLENDER, COMPUTER VISION, INSTALLATION, LIVE ELECTRONICS, MACHINE LEARNING, PUREDATA, PYTORCH, RASPBERRY PI, SIGNAL PROCESSING, VIDEO

An image from the COCO datset with multiple people, and the corresponding keypoint predictions.

Distribution-Aware Heatmap Decoder for Human Pose Estimation

PyTorch implementation

JUN 8, 2020
categories: UTILITIES
tags: COMPUTER VISION, MACHINE LEARNING, PYTORCH, SIGNAL PROCESSING

Blender 3D rendering of a human skeleton.

MVNX Blender Add-on

Integrating the XSENS motion capture systems for research

MAY 8, 2020
categories: UTILITIES
tags: BLENDER, COMPUTER VISION, DANCE, MOTION CAPTURE, SIGNAL PROCESSING, VIDEO