oneshot-learning

LittleAdversary is an adversarial machine learning library made to aid research into adversarial attacks and defences, with a primary focus on one-shot defences. It contains an end-to-end implementation of the proposed defence in 'Siamese Neural Networks for Adversarial Robustness ', complete with statistical analysis of the results.

machine-learning ai tensorflow keras ml cnn artificial-intelligence one-shot-learning adversarial-machine-learning adversarial-examples adversarial-attacks few-shot-learning adversarial-defense oneshot-learning

Updated Aug 23, 2023
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AfzalKamboh / Employee_Emotion_Detection_fyp

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Our web app uses AI (VGG-16, CNN, N-shot Learning, Lstm) to detect employee emotions and identification in real-time. It aims to improve well-being and work-life experiences by visualizing an emotional index linked to workplace videos, fostering a healthier work environment.

machine-learning-algorithms webapp deep-learning-algorithms vgg16 oneshot-learning

Updated Jul 25, 2023
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aadityasikder / Universal-Student-Profiling-System

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An advanced system integrating RFID, facial recognition, and AI-based activity detection to enhance campus safety

arduino machine-learning ai computer-vision rfid facial-recognition dlib facial-landmarks activity-detection open-cv jetson-nano oneshot-learning

Updated Jul 5, 2024
HTML

nafisa-samia / One-Shot-Learning-Face-Recognition-using-Siamese-Neural-Network

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I developed this project while working with my Machine Learning Instructor at Hochschule Rhein-Waal

neural-network image-classification face-recognition transfer-learning siamese-network oneshot-learning

Updated Jun 2, 2022
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phamdt203 / faceRecognition

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Face recognition using Pytorch, Facenet and Siamese Network

python pytorch face face-recognition object-detection siamese-neural-network streamlit oneshot-learning

Updated Aug 10, 2023
Python

siki-aayush / oneshot_face_recog

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Oneshot face recognition is a system that detects the face of a person and recognizes who the person is by comparing the extracted faces with the faces on the database. The system also trains the neural network model for predictions.

deep-learning face-recognition face-detection oneshot-learning

Updated Aug 25, 2021
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dark-horiznz / Face-Recognition-TF

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Face recognition one shot learning using MTCNN, FaceNet, Pinecone DB, hosted using streamline and render.

deployment render facenet pinecone siamese-network mtcnn-face-detection streamlit oneshot-learning

Updated Aug 10, 2024
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AhmadMaazz / Face-Verification-Using-A-Siamese-Neural-Network

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This project is an advanced facial verification application built using a Siamese Neural Network, offering a robust and secure method for identity verification. This project leverages the power of deep learning and computer vision techniques to provide reliable and accurate facial verification capabilities.

opencv machine-learning deep-learning neural-network kivy siamese-neural-network oneshot-learning