Pinned Repositories
dataAugmentationTesting
Testing data augmentation techniques using PyCaffe and CaffeNet. We fine-tune the ImageNet trained net to flickr style and test the performance of different data augmentation techniques.
gombru.github.io
My blog
HateSpeech
LearnFromWebData
Code used in the paper "Learning to Learn from Web Data through Deep Semantic Embeddings" ECCV 2018 MULA Workshop
SocialMediaWeakLabeling
Learning to learn from Web and Social Media data. Joint image-text embeddings oriented to image by text retrieval.
tensorflowCNNTemplate
Simple pycaffe-like example of an AlexNet-CaffeNet in TensorFlow
TextFCN
A Caffe Fully Convolutional Network that detects any kind of text and generates pixel-level heatmaps.
TextInSocialNetworks
Automatic discovery of textual information in images from Social Networks - Master thesis of the Master in Computer Vision (CVC-UAB)
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.
gombru's Repositories
gombru/TextFCN
A Caffe Fully Convolutional Network that detects any kind of text and generates pixel-level heatmaps.
gombru/TextProposalsInitialSuppression
Localizing text in scene images using TextProposals algorithm + FCN supression
gombru/WebVision
My strategy for the WebVision Challenge, using image-text join embeddings and soft labels.
gombru/tensorflowCNNTemplate
Simple pycaffe-like example of an AlexNet-CaffeNet in TensorFlow
gombru/TextInSocialNetworks
Automatic discovery of textual information in images from Social Networks - Master thesis of the Master in Computer Vision (CVC-UAB)
gombru/ingredientsSearcher
Inferring ingredients from food images by regressing topics.
gombru/pycaffeFCNTemplate
pycaffe FCN VGG16 from https://github.com/shelhamer/fcn.berkeleyvision.org with some training stuff added and adapted to 2 classes
gombru/TSNE
My TSNE based on https://github.com/lvdmaaten/bhtsne/ and http://cs.stanford.edu/people/karpathy/cnnembed/
gombru/dataAugmentationTesting
Testing data augmentation techniques using PyCaffe and CaffeNet. We fine-tune the ImageNet trained net to flickr style and test the performance of different data augmentation techniques.
gombru/caffe
Caffe: a fast open framework for deep learning.
gombru/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
gombru/insFash
gombru/instaEmotions
gombru/models
Models built with TensorFlow
gombru/pycaffeCNNTemplate
pycaffe CNN template of an AlexNet - CaffeNet with data augmentation and training stuff
gombru/tensorflowCNNTraining
gombru/torch-rnn-custom