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Tu's Projects

car_crash icon car_crash

This is for the Thales Arduino competition. The project is to building a car crash detection prototype which can detect when a car gets accident, and send message containing location info to emergency contact

color-gfhog icon color-gfhog

Code for Color Gradient Field Histogram of Oriented Gradient (Color GF-HoG) described in the paper "Scalable Sketch-based Image Retrieval using Color Gradient Features"

deep_image_comparator icon deep_image_comparator

Code for CVPR WMF 2021 paper "Deep Image Comparator: Learning to Visualize Editorial Change"

deephash-pytorch icon deephash-pytorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

detr icon detr

End-to-End Object Detection with Transformers

diffae icon diffae

Official implementation of Diffusion Autoencoders

foolbox icon foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

image_attribution icon image_attribution

This is the official repository for the ECCV 2022 paper "RepMix: Representation Mixing for Robust Attribution of Synthesized Images"

metrics icon metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

midgrain_sbir icon midgrain_sbir

This repo contains the code, model and dataset for the ACCV 2018 paper "Deep Manifold Alignment for Mid-grain Sketch based Image Retrieval"

oracle-free-arm-vps-ps icon oracle-free-arm-vps-ps

Simple Powershell Script that automatically tries to create a arm vps in oracle cloud using OCI. Resulting in a work-around for "out of capacity"

pro icon pro

General programming - UG EE lv3

pytorch_cpu icon pytorch_cpu

docker environment for pytorch cpu (useful to create demo app and deploy in free CPU cloud services such as streamlit or huggingface)

robustness icon robustness

Corruption and Perturbation Robustness (ICLR 2019)

rosteals icon rosteals

RoSteALS: Robust Steganography using Autoencoder Latent Space

sbir_regression icon sbir_regression

Code for the C&G paper "Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression"

svgpathtools icon svgpathtools

A collection of tools for manipulating and analyzing SVG Path objects and Bezier curves.

triplet icon triplet

Re-implementation of tripletloss function in FaceNet

triplet_loss_sbir icon triplet_loss_sbir

This repo contains code for the paper "Compact Descriptors for Sketch-based Image Retrieval using a Triplet loss Convolutional Neural Network"

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