machine learning
Projects with this topic
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Get started DVC project (NLP, random forest)
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Image Tagger is an application that predicts an image's tags using deep-learning. It is useful for photographers who want to improve their workflow by auto-tagging images.
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Simulation of a real hospital scenario with a ML model in production
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This project aims to develop a robust and interpretable machine learning model for early detection of cyberattacks within network systems. By analyzing network traffic data and identifying patterns associated with malicious activities, the model strives to improve network security and prevent potential cyber threats.
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Developed a project utilizing Generative Adversarial Networks (GANs) to convert grayscale images to RGB color images. Leveraged deep learning techniques to train the GAN model on a dataset of grayscale and corresponding color images, achieving realistic colorization results. This project demonstrated proficiency in image-to-image translation and advanced deep learning methodologies within the realm of computer vision.
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Lyric to musical melody generation task
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This repository showcases an end-to-end machine learning project implemented with a focus on MLOps.
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Data Science / Machine Learning Pipeline component for training and deploying ML models using CI
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This learning project uses a neural network to predict the winner of a League of Legends game after 10 minutes ingame given the current data. The main branches notebook has an accuracy of roughly 58.5%, while the NN with manually added weights has one of roughly 66.9% but has problems with the validation accuracy and loss.
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Generate ALT text (captions for low vision website users or book readers).
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API4AI is cloud-native computer vision & AI platform for startups, enterprises and individual developers. This repository contains sample mini apps that utilizes Alcohol Label Recognition API provided by API4AI.
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This project contains data and required scripts for Propagandistic Techniques Detection in Unimodal and Multimodal Arabic Content.
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API4AI is cloud-native computer vision & AI platform for startups, enterprises and individual developers. This repository contains sample mini apps that utilizes Furniture and Household Stuff Recognition API provided by API4AI.
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An alternative decision tree model trying to stretch trees horizontally to avoid overfitting problems.
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A project focused on weather classification using advanced deep learning techniques, specifically leveraging TensorFlow and a custom Convolutional Neural Network (CNN). The project involved the integration of four diverse weather datasets, namely ACDC, MWD, UAVid, and Syndrone, covering various weather conditions, including clear sky, cloudy, rainy, and sunny weather. Developed a custom CNN architecture using TensorFlow's Keras API, incorporating convolutional layers for feature extraction and dense layers for classification.
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