Alberto Fernández Villán's repositories
computer-vision-and-deep-learning-course
This repository contains both a collection of Jupyter Notebooks as well as other resources (e.g. presentations, links, ...) that are going to be used during the "Second quarter university extension courses" that the University of Oviedo is going to teach (online).
ml-dl-cv-references
These are my quick and dirty notes trying to follow main Machine Learning, Computer Vision & Deep Learning references
face-alignment
A face alignment method proposed in 'Glasses detection on real images based on robust alignment'
algorithm-coding
Just a collection of algorithms problems from improving my coding ability & algorithm skills
ml-dl-cv-notebooks
Machine Learning, Deep Learning and Computer Vision notebooks (just for fun)
30-Days-of-ML-Kaggle
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
BibObjectDetection
Using OpenCV, CUDA, & YOLOv4 to detect numbers on racing bibs found in natural image scene
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
deep-learning-papers
Deep learning paper reviews with PyTorch
FLIR_IR_Expansion
This is an expansion pack for the FREE FLIR Thermal Dataset with extra annotated dog frames added.
GCPSketchnote
If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
object-detection-utilities
Some scripts for object detection
pytorch-triplet-loss
Birds 400-Species Image Classification using Pytorch Metric Learning (Triplet Margin Loss)
Rapidsai_Machine_learning_on_GPU
Rapidsai_Machine_learnring_on_GPU
sauvolanet-binarization
Simple Python package for the SauvolaNet algorithm
SauvolaNet-torch
pytorch implement of SauvolaNet
SauvolaNet-Training
SauvolaNet Training Repo for image binarization
sbb_binarization
Binarize document images
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2020
whisper
Robust Speech Recognition via Large-Scale Weak Supervision
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.