Kevin Tran Vu Le's repositories
gps-algorithm
Global positioning using gradient descent, Gauss's and Newton's algorithm
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
TextSummarizer_tool
Text summarization web application for news articles, developed in React & Python
dvc
🦉Data Version Control | Git for Data & Models
EmployeeTurnoverPrediction
Employee Turnover Classification on Human Resources Kaggle data. Coded in python and used TensorFlow/Sci-Kit Learn frameworks
fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Im-Caption
Image content understanding, using a CNN-encoder, RNN-decoder in PyTorch
image_captioning
generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset
jenkins-python-test
Project to test python app CI/CD with Jenkins
ktl014.github.io
Kevin Tran Vu Le Project Website
label-studio_0.7.6
Label Studio is a multi-type data labeling and annotation tool with standardized output format
mpl
Dataset augmentation for improving biological specimen classification. Coded in Python and used Caffe framework (Scripps Institution Oceanography Internship Summer 17)
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
places365
The Places365-CNNs
SalaryPredictionPortfolio
Salary Prediction Project (Python)
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
spcvisualizer
Real-time viewer for SPCBench Camera system data collection
test-tube
Python library to easily log, track machine learning code, experiments and parallelize hyperparameter search
urban_sound_recognition
Audio recognition in urban settings
vision
Datasets, Transforms and Models specific to Computer Vision
ZillowHousePrediction
Building a model to improve the Zestimate residual error.