Nantenaina Rabemiafara's repositories

DeepFakeDetection

This project was completed as part of the Deep Learning course (GLO-4030) at Laval University. Its goal is to detect deepfake videos using deep learning techniques on the FaceForensics dataset. We were able to achieve deepfake detection by using the EfficientNet model.

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DeepFakeDetection-torchserve-deployment

How to deploy the deefake detection model using torchserve

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DeepFakeDetection-mlops-model-building

Deepfake Detection MLOps - Build End-to-End Pipeline using Sagemaker Pipeline, AWS CodeBuild and AWS CodePipeline - Part 1

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DeepFakeDetection-mlops-model-deployment

Deepfake Detection MLOps - Build End-to-End Pipeline using Sagemaker Pipeline, AWS CodeBuild and AWS CodePipeline - Part 2

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

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