adeirman46 Goto Github PK

adeirman46.github.io

advanced_clustering

Advance clustering methods that include scraping data, plot using map folium API, and etc

ai-4-every-1

This project follows tutorial from AI 4 Every 1 to learn AI from basic to more advanced

autogen-ai-agent

Autogen 2.0 to create AI agents

dagozilla

This repository used for implementing algorithms for Autonomous Soccer Robot

data-science-bootcamp

denpasar-weather-predictions-

Predict Denpasar next month's weather will be cloudy, rainy, or etc with deep learning method

deploy_ml_with_streamlit

Deploying machine learning classification on Streamlit, using pre-trained pipelines with training the model on the fly! link: https://share.streamlit.io/adeirman46/deploy_ml_with_streamlit/main/penguin_ml.py

digital_clock_robot

This project aims to creating robot desk as your AI companion and the cute robot can also works as a timer and stopwatch

donkeycarrl

Donkey car using RL + ROS2 + FPGA

drone-programming

Drone programming for computer vision (object detection), path planning, and ROS using DJI Tello

food-101

Such an advance computer vision topic which classify 101 class of food data, using transfer learning such as EfficientNet, ResNet, and MobileNet and fine tuned its hyperparameter

fsd-level-1

FSD Level 1 - Vision Based Control

fsd-level-1-jetson

FSD level 1 jetson version

fsd-vision-level2

FSD VIsion Level 2

getting-started-with-streamlit-for-data-science

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.

image_convolution_using_c_and_opencv

Build Convolution algorithm for Lane and Sign Detection for autonomous vehicle, make image more bright, and make image more saturated using C Language and OpenCV.

level2-fsd

Self driving car level 2 (longitudinal and lateral) from depth camera, GNSS, IMU, and wheel odometry

machine-learning-automation-with-tpot

Machine Learning Automation with TPOT, published by Packt

mastering-spacy

Mastering spaCy, published by Packt

melbourne-housing

Absolutely stunning Exploratory Data Analysis (EDA) technique

multi-label-classification-nlp

Create multi-label classifier for text data using deep learning to classify Wikipedia tags and Stackoverflow Language Preferences

multimodal-model-for-nlp-

Combining 4 model deep learning at once to create skimming literature for PubMed with 20K or even 200K abstract and make classification for tweets whether this tweet is disaster or not

multivariate-time-series-with-double-stacking-of-residuals-model

Create multivariate time series like ResNet Model (N-BEATS) with double residual stackings to predict bitcoin prices

object-detection

Object detection projects including car counter on road, converting image to text, even drone

pandasai

Ask anything you want about your CSV/Excel file and ask them to create graph you wanted

pid-using-simulink

Create hardware in loop PID connected to Simulink and ESP32. ESP32 does the computation of PID then connect into dynamic system in Simulink

pidmotor

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media