gombru/gombru.github.io

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Created over 7 years ago
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gombru/gombru.github.io

gombru

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My blog

TextFCN

A Caffe Fully Convolutional Network that detects any kind of text and generates pixel-level heatmaps.

SocialMediaWeakLabeling

Learning to learn from Web and Social Media data. Joint image-text embeddings oriented to image by text retrieval.

LearnFromWebData

Code used in the paper "Learning to Learn from Web Data through Deep Semantic Embeddings" ECCV 2018 MULA Workshop

HateSpeech

TextProposalsInitialSuppression

Localizing text in scene images using TextProposals algorithm + FCN supression

WebVision

My strategy for the WebVision Challenge, using image-text join embeddings and soft labels.

insbcn

Code used in the paper "Learning from #Barcelona Instagram data what Locals and Tourists post about its Neighbourhoods" ECCV 2018 MULA Workshop

MMSemanticRetrievalDemo

multi-modal-hate-speech

Code of the paper "Exploring Hate Speech Detection in Multimodal Publications" accepted in WACV 2020.

tensorflowCNNTemplate

Simple pycaffe-like example of an AlexNet-CaffeNet in TensorFlow

face_attributes_retrieval

Project description in https://gombru.github.io/

TextInSocialNetworks

Automatic discovery of textual information in images from Social Networks - Master thesis of the Master in Computer Vision (CVC-UAB)

Jupyter Notebook

LocSens

Code of Location Sensitive Image Retrieval and Tagging, ECCV 2020 by Raul Gomez, Jaume Gibert, Lluis Gomez and Dimosthenis Karatzas

HateSpeechLabeler

pycaffeFCNTemplate

pycaffe FCN VGG16 from https://github.com/shelhamer/fcn.berkeleyvision.org with some training stuff added and adapted to 2 classes

ingredientsSearcher

Inferring ingredients from food images by regressing topics.

TSNE

My TSNE based on https://github.com/lvdmaaten/bhtsne/ and http://cs.stanford.edu/people/karpathy/cnnembed/