panna19951227's repositories
Action-Recognition
Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.
action-recognition-with-attention-model
Action recognition with attention model
DualAttention_for_Segmentation
This is the repository for re-implementation of dual attention network with pytorch.
Optical-Flow-Guided-Feature-Pytorch
Optical Flow Guided Feature for Action Recognition-Pytorch
Real-Time-Action-Recognition
A project for action recognition on C3D
representation-flow-cvpr19
Code and models for our CVPR'19 paper "Representation Flow for Action Recognition"
Zero-Shot-Action-Recognition-with-Two-Stream-GCN
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs
ADL
Attention-based Dropout Layer for Weakly Supervised Object Localization, CVPR 2019 (Oral)
AttentionConvLSTM
"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018
BMM_attentional_CNN
A CNN with an attentional module that I built while attending the brains minds and machines summer course
BodyAttentionNetwork
Learning Bodily and Temporal Attention in Protective Movement Behavior Detection
ciarp-scene-action
Content of the paper entitled "Using Scene Context to Improve Action Recognition" published in CIARP 2018.
CNN-with-Dual-Local-and-Global-Attention
Implementaion of Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction
Document-Classifier-LSTM
A bidirectional LSTM with attention for multiclass/multilabel text classification.
GeoNet
Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)
human_action_recognition
Human Action Recognition using Deep Learning
IPMI2019-AttnMel
IPMI2019 paper - Melanoma Recognition via Visual Attention
keras-global-context-networks
Keras implementation of Global Context Attention blocks
keras-self-attention
Attention mechanism for processing sequential data that considers the context for each timestamp.
keras_attention_block
attention block for keras Functional Model with only tensorflow backend
lstm-attention-1
Attention-based bidirectional LSTM for Classification Task (ICASSP 2018)
maskscoring_rcnn
Codes for paper "Mask Scoring R-CNN".
SimRAD
Simultaneous Complex Activities Recognition and Action Sequence Discovering (SimRAD)
temporal-shift-module
TSM: Temporal Shift Module for Efficient Video Understanding.
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
time-attention
Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971
timeception
Implementation of the paper: Timeception for Complex Action Recognition
YOLO-mask
an end-to-end instance-segmentation framework inspired by YOLO and mask R-CNN