Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by Roaajadaa
A curated list of projects in awesome lists by Roaajadaa .
https://github.com/roaajadaa/makeup-products-object-detection
Develop an object detection model capable of identifying specific types of products that’s related to Makeup and beauty from TikTok videos. This includes scraping videos, refining data, annotating products, and training the model using YOLO.
beautifulsoup4 computer-vision crawlbase label-studio object-detection opencv scraping ultralytics yolov8
Last synced: 14 Nov 2024
https://github.com/roaajadaa/sparksearchengine
Build a small-scale spark-based search engine which searches in a list of documents to find those answering a user’s query.
bigdata indexing inverted-index mongodb scala search-engine spark
Last synced: 03 Nov 2024
https://github.com/roaajadaa/simple-recommender-system
Simple Tutorial for Building a Simple Recommender System and a Content-Based Recommender System for Movies
Last synced: 14 Nov 2024
https://github.com/roaajadaa/neural-network-from-scratch
Build neural network from scratch using OOP concepts
Last synced: 14 Nov 2024
https://github.com/roaajadaa/custom-image-augmentation
Perform custom data augmentation on image datasets with bounding box adjustments for object detection tasks , Built from scratch to enhance the diversity of training data.
Last synced: 14 Nov 2024
https://github.com/roaajadaa/content-based-recommender-system
Build a content-based recommender system that suggests items to users based on their preferences (favorite products)
cosine-similarity fastapi pymongo tf-idf-vectorizer
Last synced: 14 Nov 2024
https://github.com/roaajadaa/text-classification
Classify documents using custom naïve bayes model
matplotlib nlp nltk numpy pandas python sklearn
Last synced: 14 Nov 2024
https://github.com/roaajadaa/car-price-prediction
Use different models to predict car prices using web scraping
beautifulsoup data-visualization loss-functions machine-learning machine-learning-algorithms numpy pandas pickel preprocessing python sklearn
Last synced: 14 Nov 2024
https://github.com/roaajadaa/text-classifier-algorithms
Efficiently classify documents using diverse classifier algorithms, with a strong emphasis on optimizing performance metrics, especially the macro F1 score.
Last synced: 14 Nov 2024