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Nov 24, 2024 - Python
real-time-prediction
Here are 13 public repositories matching this topic...
Build a production ready Machine Learning service for real-time prediction using FastAPI
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Jul 20, 2022 - Python
Hosting tensorflow keras model using FastAPI. Provide users to upload their own images and call the model to make real time prediction.
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Apr 17, 2021 - Python
The project uses computer vision and machine learning to translate sign language gestures into text, MediaPipe detects handprints, and Random Forest Classifier predicts characters in real time. It recognizes all 26 letters of the English alphabet, providing an intuitive interface to improve communication for people who need to use sign language.
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Dec 26, 2024 - Python
This repository contains the coding materials to reproduce the learning error curves of the paper "How Does Data Freshness Affect Real-time Supervised Learning ?".
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Sep 19, 2022 - Python
This project centers around two primary aspects: the development of a model for the recognition of American Sign Language (ASL) gestures utilizing a dataset, and the real-time prediction of gestures via a camera feed, accompanied by the conversion of these predictions into spoken language.
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Aug 24, 2023 - Python
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Feb 26, 2024 - Jupyter Notebook
Guide to setup object detection and classification module in Android for running real-time predictions.
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Sep 22, 2019 - Java
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Jun 22, 2023 - Python
A classification done using Artificial Neural Networks, using Tensorflow.
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Nov 17, 2022 - Jupyter Notebook
A deep learning model that converts hand gestures into numerical values (1-5) using Convolutional Neural Networks for efficient and accurate recognition.
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Nov 28, 2024 - Jupyter Notebook
This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.
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Sep 16, 2024
American Sign Language recognition using several machine learning models and comparing model performances to Convolutional Neural Network
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Jun 22, 2023 - Python
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