Uzoma Collins A's Projects
Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.
Collection of papers and other resources for object tracking and detection using deep learning
Develop production ready deep learning code, deploy it and scale it
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
A collection of various deep learning architectures, models, and tips
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
A deep learning neural net model to detect drone/drones from a given picture using Using Fast R-CNN architecture via Keras-Retinanet Implementation. (Dataset and Pre-Trained model provided)
End to End MLOps
Facial expression classification web application using deep learning models and model deployment.
The Fashion-MNIST clothing classification problem is a new standard dataset used in computer vision and deep learning.
Data Science Feature Engineering and Selection Tutorials
Code Repository for the online course Feature Selection for Machine Learning
Feature Selection using Genetic Algorithm (DEAP Framework)
Comprehensive list of German Professors who work in Deep Learning and Computer Vision.
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Predicting heart diseases using Machine Learning-AI in HealthCare
Hyperparameter Tuning with Python
Image-Classification
Image Classification using Keras as well as Tensorflow.
The Unified Machine Learning Framework
Codes for Kaggle Competitions
Code from Machine Learning competitions on Kaggle
Deep Learning for humans
Learn OpenCV : C++ and Python Examples
Lung segmentation for chest X-Ray images
:earth_americas: machine learning tutorials (mainly in Python3)