Dimitre Oliveira's repositories
bert-as-a-service_TFX
End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
APTOS2019BlindnessDetection
:3rd_place_medal: (Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.
MachineLearning
My machine learning portfolio
stable-diffusion-textual-inversion-app
Custom Textual-Inversion for Stable-Diffusion models with Keras.
hf_tf_serving_examples
Simple examples of serving HuggingFace models with TensorFlow Serving
melanoma-classification
:3rd_place_medal: (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.
Cassava-Leaf-Disease-Classification
Repository for the "Cassava Leaf Disease Classification" Kaggle competition.
cryptogans
TensorFlow implementation of a DCGAN to generate CryptoPunks + Gradio and Streamlit apps
Tweet-Sentiment-Extraction
:2nd_place_medal: (Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.
Jigsaw-Multilingual-Toxic-Comment-Classification
:3rd_place_medal: (Bronze medal - 100th place - Top 7%) Repository for the "Jigsaw Multilingual Toxic Comment Classification" Kaggle competition.
ai_trailer
Automatic trailer generation using AI
Google-QUEST-QA-Labeling
(171st place - Top 11%) Repository for the "Google QUEST Q&A Labeling" Kaggle competition.
EmoBERT-MLOps
End-to-end MLOps pipeline of a BERT model for emotion classification.
NewYorkCityTaxiFare
(409th place - Top 28%) Deep Learning using Tensorflow for the "New York City Taxi Fare Prediction" Kaggle competition.
Philosophers-council
A Gemma-based chatbot app that has multiple bots impersonating famous philosophers from different schools.
UnderstandingCloudsFromSatelliteImages
(184th place - Top 12%) Repository for the "Understanding Clouds from Satellite Images" Kaggle competition.
torchserve_od_example
Simple example of using TorchServe to serve a PyTorch Object Detection model
Gemini-Hangman
Generative AI take on the classic Hangman game
KaggleCareerCon2019
(767th place - Top 53%) Kaggle CareerCon 2019 - Help Navigate Robots
palm-content-creation
Content creation with PaLM API and Streamlit
COVID-19-Vaccine-Degradation-Prediction
(226th place - Top 14%) Repository for the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" Kaggle competition.
GoogleAnalyticsCustomerRevenuePrediction
Repository for the "Google Analytics Customer Revenue Prediction" Kaggle competition.
hub
A library for transfer learning by reusing parts of TensorFlow models.
InstantGratification
(231st place- Top 13%) Repository for the "Instant Gratification" Kaggle competition.
Jigsaw-UnintendedBiasInToxicityClassification
(351st place- Top 12%) Repository for the "Jigsaw Unintended Bias in Toxicity Classification" Kaggle competition.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.