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actiondetection-dbg

ai_challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

anet2016-cuhk

Action Recognition Toolbox for CUHK&ETHZ&SIAT submission to ActivityNet 2016

automl

Google Brain AutoML

cbvrp-acmmm-2019

Website for CBVRP Grand Challenge in ACM Multimedia 2019

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

content-based-music-recommendation

Project seeking to bridge the semantic gap between music and predicting similar songs

dcase2019_task4

Baseline of dcase 2019 task 4

deep-residual-shrinkage-networks

The deep residual shrinkage network is a variant of deep residual networks.

deep_learning_object_detection

A paper list of object detection using deep learning.

deepaudioclassification

Finding the genre of a song with Deep Learning

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

gaussian_yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

googlenet_v2

Implementation of googlenet-v2 by chainer (Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift: https://arxiv.org/abs/1502.03167)

gtzan.keras

[REPO] Music Genre classification on GTZAN dataset using CNNs

icassp2019-tutorial

ICASSP2019 Tutorial: Detection and Classification of Acoustic Scenes and Events / Code examples

inaspeechsegmenter

CNN-based audio segmentation toolkit. Allows to detect speech, music and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.

keyframesextraction

This repository contains script to divide a video into key frames.

loupe

Tensorflow toolbox implementing several learnable pooling architecture

low-rank-multimodal-fusion

This is the repository for "Efficient Low-rank Multimodal Fusion with Modality-Specific Factors", Liu and Shen, et. al. ACL 2018

lstm-music-genre-classification

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

mtfn-rr-pytorch-code

The offical code for paper "Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking", ACM Multimedia 2019 Oral

music-auto_tagging-keras

Music auto-tagging models and trained weights in keras/theano

music-genre-classification-with-deep-learning

Using deep learning to predict the genre of a song.

music-genre-classification-with-python

musicgenreclassification

Classify music genre from a 10 second sound stream using a Neural Network.

neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

pae

Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval