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Alberto Fernández Villán's Projects

30-days-of-ml-kaggle icon 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.

acurustrack icon acurustrack

A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.

adaptis icon adaptis

[ICCV19] AdaptIS: Adaptive Instance Selection Network

aerial_mapper icon aerial_mapper

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

algorithm-coding icon algorithm-coding

Just a collection of algorithms problems from improving my coding ability & algorithm skills

anpr_yolov5 icon anpr_yolov5

GitHub repo for my article at https://towardsdatascience.com/indian-car-license-plate-detection-using-yolo-v5-ae2574578175

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

aruco_python icon aruco_python

This is Aruco Build in Python, basically it is written in C++. This is the bindings through Opencv

beyondar icon beyondar

Augmented Reality framework for Android based on geolocalization ( GPS )

bibobjectdetection icon bibobjectdetection

Using OpenCV, CUDA, & YOLOv4 to detect numbers on racing bibs found in natural image scene

caffe icon caffe

Caffe: a fast open framework for deep learning.

cameratraps icon cameratraps

Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.

cell-segmentation icon cell-segmentation

Automated identification of cell boundaries from the pathological video data

cifar10cnnflask icon cifar10cnnflask

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.

colaboratory-utils icon colaboratory-utils

Some useful (or not so much) Python stuff for Google Colab notebooks. Most of this stuff is taken from this repository: https://github.com/ricardodeazambuja/colab_utils

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