Alberto Fernández Villán's repositories
adaptis
[ICCV19] AdaptIS: Adaptive Instance Selection Network
aerial_mapper
Real-time Dense Point Cloud, Digital Surface Map (DSM) and (Ortho-)Mosaic Generation for UAVs
d2l-en
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
datasets
A collection of datasets ready to use with TensorFlow
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
DeepPhotoStyle_pytorch
PyTorch implementation of "Deep Photo Style Transfer"
DL-workshop-series
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
elpv-dataset
A dataset of functional and defective solar cells extracted from EL images of solar modules
fastai
The fastai deep learning library, plus lessons and and tutorials
grvc-ual
An abstraction layer for unmanned aerial vehicles
image-processing-pipeline
Modular image processing pipeline using OpenCV and Python generators
image-thresholding-OCR
Local adaptive image binarization algorithm to improve Tesseract OCR accuracy.
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.
ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Kaggle-Solutions
Sample notebooks for Kaggle competitions 🎉
Mastering-OpenCV-4-with-Python
Published by Packt
medical_image_segmentation
Medical image segmentation ( Eye vessel segmentation)
MMTOD
Multi-modal Thermal Object Detector
Notebooks
Machine learning notebooks in different subjects optimized to run in google collaboratory
object-detection
Object detection on thermal images(FLIR dataset)
opencv-cheatsheet
Zero to Hero OpenCV CheatSheet
practical-ml-image-processing
Source Code for 'Practical Machine Learning and Image Processing' by Himanshu Singh
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.
SlimYOLOv3
This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications
SVM-classification-localization
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
tensornets
High level network definitions with pre-trained weights in TensorFlow
unet
unet for image segmentation