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1. keypoint-detection-sift keypoint-detection-sift Public

   Computer Vision • 🔍 SIFT Keypoint Localization: A robust computer vision project implementing the Scale-Invariant Feature Transform (SIFT) algorithm for accurate keypoint localization in images. #C…

   Jupyter Notebook 1

2. deepfashion-classification deepfashion-classification Public

   A multi-label, multi-class classification project on the DeepFashion Dataset. We fine-tuned a SE-ResNeXt model and optimized hyper-parameters with Optuna. By employing a diffusion model to generate…

   Jupyter Notebook 1

3. movielens-recommender-system movielens-recommender-system Public

   Recommender System ⬩ Created a Neural Collaborative Filtering Recommender System to predict user engagement/interaction using movies from 1995 to 2020 in the MovieLens dataset.

   Jupyter Notebook 3 1

4. eda-real-estate-listings eda-real-estate-listings Public

   Comprehensive Exploratory Data Analysis (EDA) ⬩ on Properati's "Properati Real Estate Listings - Brazil" (https://data.world/properati/real-estate-listings-brazil)

   Jupyter Notebook

5. tropa-face-detection tropa-face-detection Public

   Computer Vision ⬩ This is a short implementation of the YOLOv3 Framework to train a model to detect and localize the faces of me and 4 of my 'tropa' / friends (DJ, Gab, Nicolo, Nuy) using Pytorch b…

   Jupyter Notebook 2

6. vizDoom-reinforcement-learning vizDoom-reinforcement-learning Public

   Reinforcement Learning ⬩ Computer Vision ⬩ Taught an AI how to play a basic shooting match using Deep Q-Learning. Inspired by @simoninithomas's DQN implementation in Atari Space Invaders 2600.

   Jupyter Notebook 1