dhblog

Why and How to Fine-tune CLIP

deeplearning

clip

multimodal

Why and How to Fine-tune CLIP for remote sensing images

Dien-Hoa Truong

CryCeleb2023 Diary

deeplearning

audio

My Experiments to winning the CryCeleb Competition (Audio Verification)

Dien-Hoa Truong

Transformer for timeseries

timeseries

deeplearning

transformer

Developing an Intuition for Transformers and Applying Them to Time Series Classification

Dien-Hoa Truong

Dynamic Size DataLoader

deeplearning

timeseries

Preparing the Dynamic size DataLoader for sequences with wide distributed length

Dien-Hoa Truong

Redesign your Training Loop with CallBacks

deeplearning

Building a Flexible Training Loop via a system of callbacks - fastai course part 2 2022

Dien-Hoa Truong

Captcha prediction - From CNN to CRNN

computer-vision

deeplearning

3 approaches predicting the captcha with > 95% accuracy

Dien-Hoa Truong

Object Detection from scratch - Single Shot Detector

computer-vision

deeplearning

Building an Object Detection from scratch with fastai v2

Dien-Hoa Truong

Classification loss function as comparing 2 vectors

deeplearning

Walking through a simple Dot-Product to Cross-Entropy then finally a completely new loss function

Dien-Hoa Truong