David Mora's Projects
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
AoC 2020 Java solutions. Not the most efficient but gets the job done.
Advent of Code 2021 Python solutions
✨ Argilla: Open-source platform empowering teams to build better language models through human feedback
Google - American Sign Language Fingerspelling Recognition
Tool for automatically extracting action items from a meeting recordings
Aplicación móvil de servicios múltiples para bici-usuarios
My solution for the "SenNet + HOA - Hacking the Human Vasculature in 3D" Kaggle research competition
The code repository for "Deep Class-Incremental Learning: A Survey" in PyTorch.
Codefest Ad Astra 2023 team Gamma AI repository
commaVQ is a dataset of compressed driving video
Coursework for the Compliers course at Universidad Nacional de Colombia
PyTorch code and models for the DINOv2 self-supervised learning method.
Ekstra Bladet Recommender System repository for benchmarking the EBNeRD dataset.
Enigma is a web-based cryptography tool that allows you to encrypt, decrypt, and attack texts and images using a variety of classic and modern ciphers, including block ciphers.
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
[ICCV 2021] "From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation" by Qi Li, Weixiang Yang, Wenxi Liu, Yuanlong Yu, Shengfeng He
Simple Flask blog application user-authentication and basic blog features.
[CVPR 2019, Oral] "Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images" by Wuyang Chen*, Ziyu Jiang*, Zhangyang Wang, Kexin Cui, and Xiaoning Qian
The Unified AI Framework
Jupyter notebooks for some kaggle competitions.
This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.
DeepGlobe LandCover Satellite Image Segmentation Challenge