Archives for Eric Chen's Blog

Covid-19 Part III: Infection Lesion Segmentation on CT Scans

Covid-19 Part II: Lung Segmentation on CT Scans

Covid-19 Part I: Classification on Lung CT Scans

NLP with State-of-the-Art Language Models

Beagle Detector: Fine-tune Faster-RCNN

Fine-tune PyTorch Pre-trained Mask-RCNN

Train Mask-RCNN on a Custom Dataset

Foetal Head Segmentation on Ultrasound Images using Residual U-Net

Credit Card Fraud Detection - Dealing with Imbalanced Data

Instance Segmentation using Mask-RCNN and PyTorch

NLP Sincereness Detector using Pytorch

Object Detection using Faster-RCNN PyTorch

Transfer Learning in NLP - BERT as Service for Text Classification

Semantic Segmentation using FCN and DeepLabV3

Sentiment Analysis using SimpleRNN, LSTM and GRU

Twitter Sentiment Modeling on Detecting Racist or Sexist tweets

Modeling on Amazon Phone and Accessories Reviews using NLP

Transfer Learning with Pytorch

Using Pre-trained Models with Pytorch and Keras

Time Series Analysis on Superstore Sales Data

Car Crash Prediction in NZ - Machine Learning Pipeline

Valuable Matplotlib & Seaborn Visualization Handbook, Part III

Valuable Matplotlib & Seaborn Visualization Handbook, Part II

Valuable Matplotlib & Seaborn Visualization Handbook, Part I

New Airbnb User Booking Prediction

Indian diabetes database modeling using Naive Bayes

Churn Rate Prediction Using Neural Networks

SAT Results Analysis NYC