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zongxingxie's Projects

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

awesome-sar icon awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

cae-invar icon cae-invar

Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder

collaborative_perception icon collaborative_perception

This repository is a paper digest of recent advances in collaborative / cooperative / multi-agent perception for V2I / V2V / V2X autonomous driving scenario.

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

dce icon dce

Models for Discrete Choice Experiments

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

eigen_depth icon eigen_depth

Implements "Depth Map Prediction from a Single Image using a Multi-Scale Deep Network" (Eigen et. al., NIPS2014)

faceid_beta icon faceid_beta

An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.

faceswap icon faceswap

Python script to put facial features from one face onto another

fmcw3 icon fmcw3

Two RX-channel 6 GHz FMCW radar design files

handtracking icon handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

hema-imagerwifi icon hema-imagerwifi

PIC24F firmware for Hema-Imager WiFi version, 64x62 thermal sensor array

hub icon hub

A library for transfer learning by reusing parts of TensorFlow models.

ias-capon icon ias-capon

A collection of DOA algorithms in Python for processing of passive seismic noise

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

legacy-sw icon legacy-sw

Software which is currently not under active development

life2vec-light icon life2vec-light

Basic implementation of the life2vec model with the dummy data.

llm4ts icon llm4ts

Large Language Models for Time Series.

lstm-human-activity-recognition icon lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume Chevalier

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