Archives for Eric Chen's Blog

Mon 27 July 2020 Covid-19 Part III: Infection Lesion Segmentation on CT Scans

Sun 19 July 2020 Covid-19 Part II: Lung Segmentation on CT Scans

Tue 30 June 2020 Covid-19 Part I: Classification on Lung CT Scans

Sun 28 June 2020 NLP with State-of-the-Art Language Models

Thu 25 June 2020 Beagle Detector: Fine-tune Faster-RCNN

Sat 20 June 2020 Fine-tune PyTorch Pre-trained Mask-RCNN

Mon 01 June 2020 Train Mask-RCNN on a Custom Dataset

Thu 21 May 2020 Foetal Head Segmentation on Ultrasound Images using Residual U-Net

Mon 18 May 2020 Credit Card Fraud Detection - Dealing with Imbalanced Data

Wed 06 May 2020 Instance Segmentation using Mask-RCNN and PyTorch

Fri 17 April 2020 NLP Sincereness Detector using Pytorch

Thu 02 April 2020 Object Detection using Faster-RCNN PyTorch

Sat 15 February 2020 Transfer Learning in NLP - BERT as Service for Text Classification

Wed 05 February 2020 Semantic Segmentation using FCN and DeepLabV3

Sat 04 January 2020 Sentiment Analysis using SimpleRNN, LSTM and GRU

Thu 05 September 2019 Twitter Sentiment Modeling on Detecting Racist or Sexist tweets

Sat 03 August 2019 Modeling on Amazon Phone and Accessories Reviews using NLP

Tue 21 May 2019 Transfer Learning with Pytorch

Mon 22 April 2019 Using Pre-trained Models with Pytorch and Keras

Thu 21 February 2019 Time Series Analysis on Superstore Sales Data

Fri 18 January 2019 Car Crash Prediction in NZ - Machine Learning Pipeline

Tue 18 December 2018 Valuable Matplotlib & Seaborn Visualization Handbook, Part III

Thu 22 November 2018 Valuable Matplotlib & Seaborn Visualization Handbook, Part II

Sun 14 October 2018 Valuable Matplotlib & Seaborn Visualization Handbook, Part I

Mon 08 October 2018 New Airbnb User Booking Prediction

Sat 15 September 2018 Indian diabetes database modeling using Naive Bayes

Mon 20 August 2018 Churn Rate Prediction Using Neural Networks

Sun 12 August 2018 SAT Results Analysis NYC