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(991st place - Top 78%) Deep Learning using Keras for the "Dog Breed Identification" Kaggle competition.

Home Page: https://www.kaggle.com/c/dog-breed-identification

License: MIT License

Python 100.00%

classification deep-learning kaggle kaggle-competition kaggle-dog-breeds-identification keras python

dogbreedkeras's Introduction

Hi there, I'm Dimitre Oliveira 👋

Here is a brief introduction about myself.

Currently working as a data scientist.

Interests on AI, data science, machine learning and related fields.

📫 How to reach me

Here is my data science & machine learning portfolio 🤖

These are some articles I have written 📝

Here are some talks I gave 🧑‍🏫

Using TPUs for computer vision - Kaggle Days Meetup Delhi NCR (11/07/2020) [English]
- Video | Slides
Supervised Contrastive Learning - TensorFlow Everywhere Brasil (02/20/2020) [Portuguese-BR]
- Video | Slides
Using computer vision for diabetic retinopathy detection - Datarisk Meetup (06/17/2021) [Portuguese-BR]
- Video | Slides
How to build a data science portfolio | Kaggle #30daysofML 2021 (20/08/2021) [English]
- Video | Slides
Interview with Dimitre Oliveira, contributor to Google's Dev Library | Dev Library and open source (26/08/2021) [English]
- Video | Dev Library

And here are some of the projects I have worked with

🖼️ Computer vision
- APTOS 2019 Blindness Detection [Bronze medal - 163rd place - Top 6%] 🥉
- SIIM-ISIC Melanoma Classification [Bronze medal - 241st place - Top 8%] 🥉
- Understanding Clouds from Satellite Images [184th place - Top 12%]
- iMet Collection 2019 - FGVC6 [226th place - Top 44%]
📄 Natural language processing
- Tweet Sentiment Extraction [Silver medal - 60th place - Top 3%] 🥈
- Jigsaw Multilingual Toxic Comment Classification [Bronze medal - 100th place - Top 7%] 🥉
- Google QUEST Q&A Labeling [171st place - Top 11%]
- Jigsaw Unintended Bias in Toxicity Classification [351st place- Top 12%]
📈 Time-series
- Store Item Demand Forecasting [117th place - Top 26%]
- New York City Taxi Fare Prediction [409th place - Top 28%]
🗃️ Other structured data projects
- Instant Gratification [231st place- Top 13%]
- OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction [226th place - Top 14%]
- Microsoft Malware Prediction [580th place - Top 24%]

Thanks for passing by.

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