Alberto Fernández Villán (albertofernandezvillan)

albertofernandezvillan

Geek Repo

Company:Mitek Systems (https://www.miteksystems.com/)

Location:Gijón, Spain

Home Page:https://www.linkedin.com/in/albertofernandezvillan/

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Alberto Fernández Villán's repositories

adaptis

[ICCV19] AdaptIS: Adaptive Instance Selection Network

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aerial_mapper

Real-time Dense Point Cloud, Digital Surface Map (DSM) and (Ortho-)Mosaic Generation for UAVs

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d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

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datasets

A collection of datasets ready to use with TensorFlow

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Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

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DeepPhotoStyle_pytorch

PyTorch implementation of "Deep Photo Style Transfer"

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DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

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elpv-dataset

A dataset of functional and defective solar cells extracted from EL images of solar modules

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fastai

The fastai deep learning library, plus lessons and and tutorials

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grvc-ual

An abstraction layer for unmanned aerial vehicles

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image-processing-pipeline

Modular image processing pipeline using OpenCV and Python generators

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image-thresholding-OCR

Local adaptive image binarization algorithm to improve Tesseract OCR accuracy.

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image_text_reader

The module extracts text from image using the tesseract-OCR engine. Generally, text present in the images are blur or are of uneven sizes. The image is pre-processed for better comprehension by OCR. This module first makes bounding box for text in images and then normalizes it to 300 dpi, suitable for OCR engine to read.

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ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

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Kaggle-Solutions

Sample notebooks for Kaggle competitions 🎉

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medical_image_segmentation

Medical image segmentation ( Eye vessel segmentation)

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MMTOD

Multi-modal Thermal Object Detector

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Notebooks

Machine learning notebooks in different subjects optimized to run in google collaboratory

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object-detection

Object detection on thermal images(FLIR dataset)

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opencv-cheatsheet

Zero to Hero OpenCV CheatSheet

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practical-ml-image-processing

Source Code for 'Practical Machine Learning and Image Processing' by Himanshu Singh

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scratchai

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

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SlimYOLOv3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

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SVM-classification-localization

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

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tensornets

High level network definitions with pre-trained weights in TensorFlow

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unet

unet for image segmentation

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