ktl014

hab-ml

Harmful algae bloom CNN detection model, developed in PyTorch

Airbnb_Recommendations

An Airbnb destination recommendation system (Kaggle competition) to predict a new user's booking destination given their demographics, web session records, and other summary statistics. Coded in Python.

cayman

ROI image and size detection for Cayman Island 2017 data. Coded in Python and used Caffe Framework

eval-student-writing

A scalable, end-to-end ML pipeline system of automated model deployments, designed to deliver a fine-tuned BERT model (NLP) to analyze argumentative writing elements, to an advanced serverless REST API on a cloud Platform (AWS). Developed in Python and used Pytorch Lightning framework.

Fast-Pedestrian-Tracking

Pedestrian detection tracking from autonomous vehicle view using a Faster-RCNN in PyTorch

gps-algorithm

Global positioning using gradient descent, Gauss's and Newton's algorithm

TextSummarizer_tool

Text summarization web application for news articles, developed in React & Python

ktl014/gps-algorithm

Global positioning using gradient descent, Gauss's and Newton's algorithm

ktl014/Airbnb_Recommendations

An Airbnb destination recommendation system (Kaggle competition) to predict a new user's booking destination given their demographics, web session records, and other summary statistics. Coded in Python.

ktl014/cayman

ROI image and size detection for Cayman Island 2017 data. Coded in Python and used Caffe Framework

ktl014/eval-student-writing

A scalable, end-to-end ML pipeline system of automated model deployments, designed to deliver a fine-tuned BERT model (NLP) to analyze argumentative writing elements, to an advanced serverless REST API on a cloud Platform (AWS). Developed in Python and used Pytorch Lightning framework.

ktl014/Fast-Pedestrian-Tracking

Pedestrian detection tracking from autonomous vehicle view using a Faster-RCNN in PyTorch

ktl014/MeToo

ktl014/mrec

ktl014/TextSummarizer_tool

Text summarization web application for news articles, developed in React & Python

ktl014/dvc

🦉Data Version Control | Git for Data & Models

ktl014/EmployeeTurnoverPrediction

Employee Turnover Classification on Human Resources Kaggle data. Coded in python and used TensorFlow/Sci-Kit Learn frameworks

ktl014/fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

ktl014/Im-Caption

Image content understanding, using a CNN-encoder, RNN-decoder in PyTorch

ktl014/image_captioning

generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset

ktl014/jenkins-python-test

Project to test python app CI/CD with Jenkins

ktl014/ktl014.github.io

Kevin Tran Vu Le Project Website

ktl014/label-studio_0.7.6

Label Studio is a multi-type data labeling and annotation tool with standardized output format

ktl014/mpl

Dataset augmentation for improving biological specimen classification. Coded in Python and used Caffe framework (Scripps Institution Oceanography Internship Summer 17)

ktl014/NYC_Taxi_Saver

Using Machine Learning techniques to make prediction on the fare amount (inclusive of tolls) for a taxi ride in New York City given the pickup and dropoff locations

ktl014/places365

The Places365-CNNs

ktl014/plankton_wi17

ktl014/SalaryPredictionPortfolio

Salary Prediction Project (Python)

ktl014/simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

ktl014/spcvisualizer

Real-time viewer for SPCBench Camera system data collection

ktl014/test-cookie-cutter

ktl014/test-tube

Python library to easily log, track machine learning code, experiments and parallelize hyperparameter search

ktl014/test_cookie_cutter_v2

ktl014/urban_sound_recognition

Audio recognition in urban settings

ktl014/vision

Datasets, Transforms and Models specific to Computer Vision

ktl014/ZillowHousePrediction

Building a model to improve the Zestimate residual error.