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Joel Pires's Projects

bachelor_cs_projects icon bachelor_cs_projects

Collection of some of the most relevant projects developed during my Bachelor in Computer Science.

catdogs icon catdogs

Computer vision web app powered by Flask and deployed at AWS servers at http://3.15.34.103/.

cdrsdataanalysis icon cdrsdataanalysis

Inferring Commuting Routes And Respectives Modes Of Transport Through Call Detail Records (Python, PostgreSQL, Google API, ArcGIS)

computer-vision-elements icon computer-vision-elements

Multiple scripts developed using python and openCV. From basic concepts like indentification of edges and contours to slight more advanced ones like object detection and face recognition.

gps_clustering icon gps_clustering

Identification of activity stop locations in GPS trajectories by density-based clustering method (with some constraints - C DBSCAN) combined with SVM and using WEKA's libraries

master_ai_projects icon master_ai_projects

Collection of some of the most relevant projects developed during the MSc. in Artificial Intelligence.

ml-challenges icon ml-challenges

A collection of python notebooks with exploratory data analysis and actual solutions to kaggle challenges and competitions (ongoing updates)

name_counter icon name_counter

It counts the number of occurrences of a name (in a names database) on a document.

ocr_reader icon ocr_reader

Tool to extract text from a given PDF, JPEG, or PNG file

praxxis icon praxxis

A task interface for Jupyter notebooks built on machine learning and big data

predictml icon predictml

A Flask powered web app hosted at https://predictML.herokuapp.com. It classifies the income based on socio-economic information of US citizens and also predicts house prices of their houses based on their conditions.

pwc icon pwc

Papers with code. Sorted by stars. Updated weekly.

tensorflow-elements icon tensorflow-elements

Multiple scripts developed using python and tensorflow. From basic concepts like variables and constants, to slight more advanced ones like encoders and GANs.

tensorscript icon tensorscript

Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

twitter_sentiment_analysis icon twitter_sentiment_analysis

Development of a model that is able to determine with reasonable accuracy the sentiment expressed by travelers in Twitter regarding their experience with US airline companies.

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