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ai4eu-text-to-visual-search

Code for building the Text to Visual search component for use in Acumos. It is compliant with the AI4EU specifications.

akka-file-sharing

File sharing distributed application developed with Akka Framework

aladin

Official implementation of the paper "ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval"

attentive_video_crowd_counting

Code for reproducing the results for the paper "A Spatio-Temporal Attentive Network for Video-Based Crowd Counting"

clip-vip_video_search

showing how to use CLIP-Vip to do video search

dtfh-laboratory

Colab notebooks for experimenting with the techniques explained at the course "Deep Learning tools for image classification and retrieval" of the Digital Tools for Humanists summer school

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

food-recognition-mim

Similarity search index and knn classifier for food searching and recognition. Implemented with Transfer Learning using Deep Features.

graph-rcnn.pytorch

Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers

learning-relationship-aware-visual-features

Relational Content-Based Image Retrieval (R-CBIR) - Retrieving images with given relationships among objects

memepersuasiondetection

Deep learning methods for detecting persuasion techniques in memes

monet

An implementation of the MONet model for unsupervised scene decomposition in PyTorch

networkx

Official NetworkX source code repository.

pyskl

A toolbox for skeleton-based action recognition.

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

ray

A high-performance distributed execution engine

recurrent_vision_transformer_visual_reasoning

Code for reproducing the results from our paper "Recurrent Vision Transformer for Solving Visual Reasoning Problems", accepted at ICIAP 2021

relationnetworks-clevr

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

scene_graph_benchmark

image scene graph generation benchmark

str-encoders

Surrogate Text Representation Encoders for Real Vectors

tag_my_outfit_pipeline

teran

Code and Resources for the Transformer Encoder Reasoning and Alignment Network (TERAN), accepted for publication in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

tern

Code and Resources for the Transformer Encoder Reasoning Network (TERN) - https://arxiv.org/abs/2004.09144

text-to-motion-retrieval

Official code for reproducing results obtained in the short paper "Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural Language", accepted at SIGIR 2023.

vbs22-kis-analysis

vsepp

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

wifiindoorlocation

Android application that localizes people in indoor environments, using wifi fingerprinting methods

wiki-image-caption-matching