Víctor Chaparro Parra's repositories
wind-power-forecasting
Wind Power Forecasting using Machine Learning techniques.
awesome-remote-sensing-change-detection
List of datasets, codes, and contests related to remote sensing change detection
building-footprint-segmentation
Building footprint segmentation from satellite and aerial imagery
course22
The fast.ai course notebooks
fastbook
The fastai book, published as Jupyter Notebooks
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Computer_Vision_Project
A collection of computer vision image and video use case implementations and datasets used for the Vector Institute Computer Vision Knowledge Transfer project.
DeepLabv3FineTuning
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
DRENet
The official implementation of DRENet (Degraded Reconstruction Enhancement Network) for tiny ship detection in remote sensing Images
fastapi-beanie-jwt
Sample FastAPI server with JWT auth and Beanie ODM
fastapi-mondogb-template
This repository serves as a starting point for building web applications with Python, FastAPI and MongoDB. It provides a structured foundation with preconfigured settings and common features, enabling you to quickly kick-start your backend development.
fastapi-todo-api
Proyecto de la serie de tutoriales de FastAPI en el que aprenderemos a crear una API desde 0 y paso a paso
full-stack-fastapi-template
Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.
HTSM_Oil_Spill_Segmentation
HTSM Masterwork
label-studio-ml-backend
Configs and boilerplates for Label Studio's Machine Learning backend
LR-TSDet
LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)
marine_debris_ML
Marine debris detection with commercial satellite imagery and deep learning.
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera
Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
MOSD_LSAR
Marine Oil Spill Detection with Low-quality SAR Remote Sensing Images
open-cities-ai-challenge
Winners of the Open Cities AI Challenge competition
particle-life-app
🦠 A GUI for Particle Life, a particle system showing life-like behaviour
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
techniques
Techniques for deep learning with satellite & aerial imagery
tensorRT_Pro-YOLOv8
This repository is based on shouxieai/tensorRT_Pro, with adjustments to support YOLOv8.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
xview3-reference
Reference data processing code and model for the xView3 prize challenge.