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ca-waterdata-viz-tool

car-classification-project

Use CNN to do image classification on 18 most popular cars (2018 models and up) in Indonesia with 90.85% accuracy.

cc19

Source code for EDAV Fall 2019 community contribution bookdown book:

edav-final-project-fall-2019

Web scraped 2018 match data from BWF website using BeautifulSoup, Created visualization and analysis in both R and D3.

household_amenity_detection

A Detectron2 model with Streamlit web application to detect 30 household amenities with mAP of 39%.

indonesia_trending_youtube_analysis

Analyzed data from YouTube APIv3, then created analytical dashboard with Plotly and Dash deployed on Heroku.

jsantoso2

overview page

keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

license-plate-detector-reader

A license plate detector/reader web application using YOLOv3 (75% mAP) and Keras-OCR for images and videos.

madison-bus-tracking-app

Gather Event Message from Madison Transit Bus System to Kafka, Stream Processing on Flink, and Displaying Information with React App. All Services Hosted on GCP.

meme_generator_text

Meme Generator Application with ReactJS using CNN and LSTM

ml-monitoring-kubernetes

Scikit-learn ML Model wrapped with Flask API Monitoring on Kubernetes with Prometheus and Grafana

premier_league_stats_dashboard

Scraped 2010/11 to 2019/20 match details using BeautifulSoup + Selenium, then created dashboard visualization in Tableau.

reddit-data-engineering

Processing Reddit Stream Data with Kafka and Spark Streaming. Then Publishing Data to BigQuery with Data Studio Visualization.

sudoku-solver-images

Sudoku Solver from Images using OpenCV2, CNN, and Norvig's Sudoku Solver Algorithm

yelp-clone-ml-project

Yelp Clone app in React with Flask API endpoints, combined with BERT model in Pytorch with 66% accuracy.