William Silva Mendes's repositories
violence-weapon_detection
Two neural networks to detect weapons and violence in videos
computer-vision_audio-control
Controlling the system audio with a video capture of fingers through webcam.
storytelling_amazon_firepots
An exploratory analysis of deforestation data in the amazon forrest in Brazil.
whatsbot-messenger
Bot for message automation using Selenium.
audio_book
Algorithm that transforms any PDF or digital book into an audio book.
azure-search-python-samples
Azure Search Python sample code
Depix
Recovers passwords from pixelized screenshots
diabetes_analysis
Notebook for data analysis
github_search
A program that searches a username and storage the repositories into a database
NLP_binary-classifier-tweets
A binary classifier for tweet disasters with roBERTa for Facebook.
wikipedia_text-to-speech
Transform any input search in the Wikipedia for audio to user
EnergyResourceAgent
In this project I pass through the principles and concepts of Reinforced Learning and I trained an agent to manage the energy resources
kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
MotionFromBlur
[CVPR 2022] Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos
multiclass_students_classifier
A model for multiclass calssification, label ech student profile in Saint Paul School for predict the future profiles.
netflix_data_analysis
My own personal Netflix's data analysis
product-CRUD-REST_API
I developed a REST API in Python that allows use the CRUD method for a product register
series-register
A program using OOP for series registration
titanic-LightAutoML
Using LightAutoML framework in Titanic's challenge.
tweets_NLP_Keras_classifier
CNN with Keras for tweets classifier
user_search_api
I developed a REST API in Python that allows use the CRUD method for a user register
Weapon-Detection-And-Classification
Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.
Weapon-Detection-Using-Neural-Networks-in-Real-Time-Surveillance-Video
Weapon detection using neural networks in surveillance