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9 search results found

Flownet2 ⭐ 893

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Flownet2 Tf ⭐ 362

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Liteflownet2 ⭐ 230

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

Liteflownet3 ⭐ 208

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation, ECCV 2020

Action_recognition_zoo ⭐ 202

Codes for popular action recognition models, verified on the something-something data set.

Dynamic Image Nets ⭐ 153

Dynamic Image Networks for Action Recognition

Spatial Pyramid Network for Optical Flow

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Flownet2 Docker ⭐ 124

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

I3d_finetune ⭐ 104

TensorFlow code for finetuning I3D model on UCF101.

Steady State Flow With Neural Nets ⭐ 86

A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation

Temporal Binding Network ⭐ 76

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

Official repository of FISR (AAAI 2020).

Super Slomo Tf2 ⭐ 57

Tensorflow 2 implementation of Super SloMo paper

Poreflow Net ⭐ 50

3D CNN to predict single-phase flow velocity fields

Dispnet Tensorflow ⭐ 48

TensorFlow implementation of DispNet by Zhijian Jiang.

Actionness Estimation ⭐ 30

Actionness Estimation Using Hybrid Fully Convolutional Networks

Net_intrusion_detection ⭐ 27

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

Trafficflowprediction ⭐ 24

LCTFP: A freeway traffic flow prediction model based on CNN and LSTM

Deep Online Video Stabilization ⭐ 24

video stabilization with CNN https://ieeexplore.ieee.org/document/8554287

Flow Chart Generator From Hand Drawn Chart And Handwriting Recognition ⭐ 24

Event_cnn_minimal ⭐ 23

Minimal code for loading models trained for ECCV'20

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Public repository for Task 6 of OpenROAD project. ML-based PDN synthesis and optimization.

Shallow Triple Stream Three-dimensional CNN

Cardiacmotionflow ⭐ 11

Code for the analysis of cardiac motion and cardiac pathology classification

A CNN based Depth, Optical Flow, Flow Uncertainty and Camera Pose Prediction pipeline

Traffic_flow_code ⭐ 8

short term traffic forecasting using deep learning architectures

Two Stream Action Recognition ⭐ 8

Comma Speed Challenge ⭐ 7

Ryan's contributions to the Comma.ai speed challenge

Opticflow ⭐ 7

Optical flow with convolutional neural networks for vision-based guidance of UAS

Workout Movement Counting ⭐ 6

Counting number of movements during workout using Deep Learning and Computer Vision techniques

My implementation of Facebook's Bunnylol

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