Docker and Flask based API layer + data ingestion pipeline for the Facenet-PyTorch facial recognition library. I.e. simple ML deployment for matching pairs of photos
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Oct 17, 2025 - Python
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inceptionresnetv1
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This model implements an automated pipeline for face detection, embedding generation, and clustering using deep learning and unsupervised machine learning techniques. The model utilizes MTCNN (Multi-task Cascaded Convolutional Neural Networks) for face detection, and InceptionResNetV1
computer-vision unsupervised-machine-learning mtcnn-face-detection kmeans-clustering-algorithm deep-embedded-clustering inceptionresnetv1
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Dec 30, 2024 - Jupyter Notebook
🌟 Detect objects and recognize faces in real-time with our YOLOv8 and MTCNN-powered system, featuring a user-friendly Streamlit UI for seamless interaction.
python opencv deep-learning surveillance-systems torch pytorch embeddings face-recognition webcam object-detection mtcnn euclidean-distances streamlit ultralytics yolov8 inceptionresnetv1
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Jan 19, 2026 - Python
Real-Time Object Detection and Face Recognition system built using YOLOv8, MTCNN, and FaceNet. The project performs live object detection and face recognition through a webcam. It includes a Streamlit-based interactive UI for uploading images, generating face embeddings, and running real-time recognition with a modular, privacy-aware design.
python opencv computer-vision torch pytorch embeddings face-recognition webcam object-detection facenet mtcnn euclidean-distances real-time-monitoring streamlit ultralytics yolov8 inceptionresnetv1
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Dec 26, 2025 - Python
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