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awesome-deep-learning-papers

caffe

Caffe: a fast open framework for deep learning.

caffe-excitationbp

Implementation of Excitation Backprop in Caffe

cvpr17

Gaze Embeddings for Zero-Shot Image Classification CVPR17

cvpr2016

Learning Deep Representations of Fine-grained Visual Descriptions

dancing-around-hamming-distance

Messing around hamming distance.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

detectandtrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

eccv16-taxonomy

Code for ECCV 2016 paper, Taxonomy-Regularized Semantic Deep Convolutional Neural Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN)

generating-representations-zsl

Code of the article: Generating Visual Representations for Zero-Shot Classification ICCV17 WS

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

handong1587.github.io

hierse

Zero-shot image tagging by hierarchical semantic embedding

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

learning_to_compare

Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"

learningtocompare-pytorch

Pytorch Implementation for Paper: Learning to Compare: Relation Network for Few-Shot Learning

logicnn

lsda

Large scale detection through adaptation

msc_multi_label_zeroshot

Code for master thesis on Zero-Shot Learning in multi-label scenarios

mxnet-face

Using mxnet for face-related algorithm.

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nmts

Neural Machine Translation (attention and zero-shot)

openface

Face recognition with Google's FaceNet deep neural network.

openface-1

OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"