aedes-egg-detection

Performing Aedes mosquito eggs detection based on HSV segmentation and shape classification.

aedes-eggs-efa

aedes-eggs-localization

Performing Aedes mosquito eggs localization based on HSV segmentation.

classification-by-retrieval

ga-for-string-guessing

Simple implementation of Genetic Algorithm to guess given string target with Python.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

itb-building-classification

Simple image classification using pre-trained VGG16: Institut Teknologi Bandung buildings case

leaf-area-measurement

Implementing HSV segmentation for non-destructive method to measure chili leaf area using Python and OpenCV.

nikkopg

overlapping-elliptical-object

review-sentiment-analysis

Simple Sentiment Analysis based on e-commerce reviews. Sentiment was labeled regarding to rating score (0 - 5) given by the reviewers. Score more than and equal to 3 are considered has Positive sentiment, otherwise has Negative sentiment.

simple-mask-detection

Mask Detection using Fine-tuned DenseNet121 model

tensorflow

An Open Source Machine Learning Framework for Everyone

text-classification

Performing News Title and Spam Comment Classification.

topological-data-analysis

No fancy things, just learning how this could be leveraged.

tweet-analysis