Popular GitHub Repositories for Circular Fingerprints

Maxine VM: A meta-circular research VM

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

DeepConsensus uses gap-aware sequence transformers to correct errors in Pacific Biosciences (PacBio) Circular Consensus Sequencing (CCS) data.

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

A graph neural network for the prediction of bond dissociation energies for molecules of any charge.

Keras implementation of Neural Graph Fingerprints as proposed by Duvenaud et al., 2015

Parallel random matrix tools and complexity for deep learning

Contrastive pretraining to learn chemical reaction representations (RxnRep) for downstream tasks.

Exploring QSAR Models for Activity-Cliff Prediction

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

Project of drug interactions https://arxiv.org/pdf/2209.09941.pdf https://arxiv.org/pdf/2302.08680.pdf, NeurIPS 2022 (AI for Science)

Multi-Modal action recognition for skeleton sequences, inertial measurements, motion capturing data and Wi-Fi CSI fingerprints.

Uses a GAN to enhance images of Fingerprints

Neural Networks for predicting diabetes from Fingerprints.

Preprocessing my fall detection dataset using data standardisation and sliding windows, and splitting this data into train/validation/test sets. Modelling performed on PyTorch using LSTM and CNN networks. The final models were exported to `.tflite` files to be run on a mobile phone. The best performing model was the ResNet152 with 92.8% AUC.

LIPS (Learning-based Indoor Positioning System) with Maps: research project to determine user's indoor position using Wi-Fi fingerprints

Library for generating audio fingerprints by using AcoustID's Chromaprint compiled to WASM

Automated fingerprint classification using the Socofing dataset, leveraging machine learning to categorize fingerprints into arches, loops, and whorls for enhanced biometric identification. Project covers data analysis, model development, and evaluation to improve security and authentication systems.

? Access user’s webcam and make a circular picture