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Siobhan's Projects

adain-style icon adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

adain-tf icon adain-tf

TensorFlow/Keras implementation of "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization" https://arxiv.org/abs/1703.06868

airsim icon airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

augly icon augly

A data augmentations library for audio, image, text, and video.

awesome-captioning icon awesome-captioning

A curated list of Multimodal Captioning related research(including image captioning, video captioning, and text captioning)

azure-open-ai-embeddings-qna icon azure-open-ai-embeddings-qna

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

cleverhans icon cleverhans

A library for benchmarking vulnerability to adversarial examples

clip icon clip

Contrastive Language-Image Pretraining

closed-form-matting icon closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

cnnmrf icon cnnmrf

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Big Model Era

cumulo icon cumulo

a benchmark dataset for training and evaluating global cloud classification models.

cv icon cv

cv algorithm based SLAM , ROS and etc.

cycle-gan-tf icon cycle-gan-tf

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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