Multimodal Genre Prediction Using OCR
Multimodal Genre Prediction Using OCR

Using CLOVA AI's text extractor and a gated multimodal unit (GMU) to determine genre(s) from a movie's poster.

Python PyTorch Flask JavaScript

Classification Algorithms & Bias-Variance Tradeoff
Classification Algorithms & Bias-Variance Tradeoff

Implementation of several classification algorithms along with analysis of bias-variance tradeoff, over/underfitting, etc.

Python NumPy Scikit-learn Pandas TensorFlow

Fully Pipelined CPU
Fully Pipelined CPU

Structural model of pipelined CPU with 13 instructions

Verilog ARM Assembly

Image Caption Generator
Image Caption Generator

Modular open captioning system using PyTorch

Python PyTorch