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sergolane's Projects

encryptedimagepredictornetwork icon encryptedimagepredictornetwork

Implementation of a Neural Network that predicts encrypted handwritten digits from the MNIST dataset. Encryption and Network Implemented using Homomorphic encryption library SEAL. Model obtained by training on unencrypted images using TensorFlow.

face_id icon face_id

Face Recognition using MTCNN face detector and FaceNet (pre-trained by davidsandberg) based identification.

faceidentification_with_database icon faceidentification_with_database

Face identification algorithms focus on the identifiction of frontal human faces. It is analogous to image detection in which the image of a person is matched bit by bit. Image matches with the image stores in database. Any facial feature changes in the database will invalidate the matching process. It's mostly use for the security.

image-encryption icon image-encryption

Evaluating the permutation and diffusion operations used in image encryption based on chaotic maps

porichoy-esp32s icon porichoy-esp32s

Porichoy, which means 'Identification' in Bengali, is an IoT compatible face recognition module powered by ESP32-S MCU and OV2640 camera module. OpenFace is used for face recognition in the cloud server.

securefacebot icon securefacebot

👨‍🦱🔐 Telegram storage-bot with identification by face

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