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ai-world

In this Section, I have dumps of old projects I've worked on, you can go through it, you could find something interesting in there

bengali-handwritten-character-recognition-using-convolutional-neural-networks

Implementation of convolutional neural networks (CNNs) of increasing complexity for classification of handwritten Bengali characters. The deepest network achieves 94.2% accuracy on test data, compared to 85.96% reported on the latest paper using CNNs for Bengali OCR.

cellscan-copy

cifar-10-object-detection

The CIFAR-10 dataset (Canadian Institute For Advanced Research) is a collection of images that are commonly used to train machine learning and computer vision algorithms. It is one of the most widely used datasets for machine learning research. The CIFAR-10 dataset contains 60,000 32x32 color images in 10 different classes.The 10 different classes represent airplanes, cars, birds, cats, deer, dogs, frogs, horses, ships, and trucks. There are 6,000 images of each class. Computer algorithms for recognizing objects in photos often learn by example. CIFAR-10 is a set of images that can be used to teach a computer how to recognize objects. Since the images in CIFAR-10 are low-resolution (32x32), this dataset can allow researchers to quickly try different algorithms to see what works. Various kinds of convolutional neural networks tend to be the best at recognizing the images in CIFAR-10. CIFAR-10 is a labeled subset of the 80 million tiny images dataset. When the dataset was created, students were paid to label all of the images.

classification-with-xgboost

cough_detection

crinmatic

cs-video-courses

List of Computer Science courses with video lectures.

diacritic-restoration

Using AI to restore Diacritics on Yoruba language (which is a low resource language)

ds201-deeplearning

This is a college course project about Diacritic restoration problem in Vietnamese text using Deep learning based models.

extracting-texts-from-identity-card-images

Extracting useful information from an ID card using Computer Vison

face-recognition-part-1

Building a real time face recognition system using Facenet and MTCNN with a high accuracy.

face-recognition-part-2

Build a face recognition system using OpenCV and Deep Learning.

grommunio-contianer-container

halflife-regression

Testing out something crazy

handwritten-optical-recognition-on-yoruba-language

In this project, I am building a system that performs word level OCR on handwritten texts from an image, I'm am focusing on a low resource language like "Yoruba Language"

hate-speech-detector

An end to end project on hate speech detection from tweets

hmm_pos_tagging

HMM based POS tagging using Viterbi Algorithm

long-text-summarizer-with-pegasus-and-longformer

machinelearningsamples-predictivemaintenance

MachineLearningSamples-PredictiveMaitenance

mlops-test

Codes to test my mlops environment on GCP

motiontrackerforfitness

mslearn-ai900

Lab files for AI-900: Azure AI Fundamentals

mt5-fine-tuning

An example of multilingual machine translation using a pretrained version of mt5 from Hugging Face.

my-buddy

Building an intelligent Virtual assistant which could be integrated into IoTs, Websites, Apps and so on.

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

rasa-stack-weather-bot

Tutorial by JustinaPetr (https://vimeo.com/254777331 || https://github.com/JustinaPetr)

rasa_narenltk_weather_bot

This is a weather bot, when you enter a City in India it will reply you with the temperature.

sab-1