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Felix Lau

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Blocking Trypophobia-Triggering Images with Deep Learning — From Model Training To Deploying in Chrome

TL;DR : I curated a dataset of trypophobia-triggering images, trained models with TensorFlow, exported to Tensorflow.Js, and shipped it as a Chrome extension. Install it now! All trypophobia-triggering images are blocked in this Google Image search What is Trypophobia? Trypophobia is a specific phobia of a cluster of small holes. The most well-known trigger is lotus seedheads. In a relatively…

Recognizing and Localizing Endangered Right Whales with Extremely Deep Neural Networks

In this post I’ll share my experience and explain my approach for the Kaggle Right Whale challenge. I managed to finish in 2nd place. 1. Background Right whale is an endangered species with fewer than 500 left in the Atlantic Ocean. As part of an ongoing preservation effort, experienced marine scientists track them across the ocean to understand their behaviors, and monitor their health condition.…