Dominic Antigua's repositories
Skinclassinator
The system is focused on detection and classification of skin diseases with the use of deep learning algorithm namely Convolutional Neural Network (CNN). The training dataset gathered were from dermoscopic image data in the study from MNSIT HAM10000 dataset published by International Skin Image Collaboration (ISIC).
Bisection-Method
The Bisection method is one of the simplest numerical methods to find the zero or root of a non-linear function. The bisection method is also called interval halving method because it divides the interval into two equal parts. Half of the interval is thrown away. The procedure in bisection method is repeated until the desired interval size or iteration is obtained.
Cinema-City
Cinema City is a database system that allows the clients to reserves seats in an easy quick few steps than traditional purchasing of tickets. Made in Flutter and PHP
Crappy-Bot
Crappy Bot is the easiest way to show the latest announcements, permanent online classroom links, and assignments from the Blackboard platform to your Discord server. Also, we add some other features like list randomizer and cheat search coming from the different webpage sources.
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
data-science
:bar_chart: Path to a free self-taught education in Data Science!
Data-Science--Cheat-Sheet
Cheat Sheets
Graph-Coloring
Graph coloring problem is just one in a large class of intractable problems called NP-complete problems, all of which take at least exponential time to solve. In practice, such problems are solved using algorithms which yield an approximate solution (for instance, one that is suboptimal) in a reasonable amount of time. Such an algorithm is called a heuristic. For the graph coloring problem, the following heuristic produces a legal, though not necessarily optimal, coloring. This script was written in Python language and one of the machine problems in my Discrete Subject 2.
Projectile-Simulator
The Physics school project, Projectile Simulator provides user to learn more about the physics of the projection and the importance of each elements in the Physics. It provides the learner with a user-friendly, virtual environment for exploring variety of principles associated with projectile motion.
Davood-Says
Davood Says is a game that was developed in Python using Raspberry Pi's GPIO. The player should follow the correct pattern of the randomly generated colors issued by Davood (The Game) using WASD keys.
Facebook2Discord-Bot
Using private servers or embedded computer such as Raspberry Pi, you can automate to send latest desired Facebook profiles or pages to your Discord channel using this script.
git-cheat-sheet
:octocat: git and git flow cheat sheet
LAB-Segmentation
Use for color detection and segmentation
medium-unlimited
A browser extension to read medium.com articles for free without membership.
MLResources
Repository for Machine Learning resources, frameworks, and projects. Managed by the DLSU Machine Learning Group.
Raspberry-pi-enabled-watering-system
These scripts enables to automate the garden watering using Raspberry pi and Arduino Nano. It will features soon a cron job schedules 40s of water every two days a week. The job outcome is sent by email via SMTP. -- an Arduino Nano samples very 20m the soil moisture of the plants, just because I like to chart it to see the moisture of the soil. This is ongoing development since 2020 (Busy and sometimes lazy days) and I'm planning to use Zerotier to access my raspberry pi remotely outside of my LAN. This will work smoothly soon.
Root-Finding-Algorithms
The Root-Finding is a process involves finding a root, or solution of an equation of the form f(x) = 0, for a given function f. A root of this equation is also called a zero of the function f. The finding algorithms are Bisection, Newton's Rhapsody, and Secant method for finding the root of the function and each methods use recursion.
Web-CTF-Cheatsheet
Web CTF CheatSheet 🐈