antran89

A computer vision, machine learning researcher.

http://www.nus.edu.sg/Singapore

Pinned Repositories

awesome-deep-map
A curated list of resources dedicated to computer vision and related algorithms for creating, correcting maps. Feel free to make PRs to contribute.
10 2 01
awesome-optical-flow-algorithm
A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.
151 4 129
BoW_frameworks
This is a BoW implementation for action recognition problem in Matlab.
Language:C11 2 111
extract-video-frames
Tools to extract frames from video based on OpenCV and FFMPEG.
Language:Python8 1 01
my-very-deep-caffe
This is an implementation of very deep two stream CNNs for action recognition. The implementation is inspired by Wang et. al., https://github.com/yjxiong/caffe. Some improvements from Wang's implementation include reading videos from LDMB database, faster testing using LDMB interface. The aim is to work better with big dataset such as UCF101, HMDB51, Sports1M and ActivityNet easily.
Language:C++21 3 49
New-C3D-Caffe
This is a reimplementation of 3D CNN (http://vlg.cs.dartmouth.edu/c3d/). It is compatitable with Caffe 2016. The Caffe is forked from Caffe commit c1126aadb6eab5229203bfba9495bc2b06b4ae89. This is an obsolete code, I do not provide the support for the project.
Language:C++10 3 57
OpticalFlow-comparisons
Comparisons between available optical flow implementations using MATLAB.
Language:C++32 3 110
road_visualizer
This software is a modification of Visualizer from Spacenet competition for road extraction. I made it work for DeepGlobe dataset also.
Language:Java24 1 33
two-stream-fcan
The repository to contain codes and models for paper "Two-stream Flow-guided Convolutional Attention Networks for Action Recognition".
Language:Shell22 3 39
UCF-Sports-annotations
UCF Sports annotations: This repository provides human bounding box annotations of UCF Sports dataset and a function to read these annotations.
Language:MATLAB14 2 14

antran89's Repositories

antran89/awesome-optical-flow-algorithm
A curated list of resources dedicated to optical flow algorithms. Feel free to make PRs to contribute.
151 4 129
antran89/road_visualizer
This software is a modification of Visualizer from Spacenet competition for road extraction. I made it work for DeepGlobe dataset also.
Language:Java24 1 33
antran89/two-stream-fcan
The repository to contain codes and models for paper "Two-stream Flow-guided Convolutional Attention Networks for Action Recognition".
Language:Shell22 3 39
antran89/my-very-deep-caffe
This is an implementation of very deep two stream CNNs for action recognition. The implementation is inspired by Wang et. al., https://github.com/yjxiong/caffe. Some improvements from Wang's implementation include reading videos from LDMB database, faster testing using LDMB interface. The aim is to work better with big dataset such as UCF101, HMDB51, Sports1M and ActivityNet easily.
Language:C++21 3 49
antran89/BoW_frameworks
This is a BoW implementation for action recognition problem in Matlab.
Language:C11 2 111
antran89/awesome-deep-map
A curated list of resources dedicated to computer vision and related algorithms for creating, correcting maps. Feel free to make PRs to contribute.
10 2 01
antran89/New-C3D-Caffe
This is a reimplementation of 3D CNN (http://vlg.cs.dartmouth.edu/c3d/). It is compatitable with Caffe 2016. The Caffe is forked from Caffe commit c1126aadb6eab5229203bfba9495bc2b06b4ae89. This is an obsolete code, I do not provide the support for the project.
Language:C++10 3 57
antran89/extract-video-frames
Tools to extract frames from video based on OpenCV and FFMPEG.
Language:Python8 1 01
antran89/dense_flow
This is an modification of dense_flow software to extract flows and frames fro large dataset such HMDB51, UCF101, Sports1M
Language:C++7 1 12
antran89/activitynet2017-nus
The repository to contain all codes and models for ActivityNet competition from NUS.
4 2 0
antran89/clipping_ssbd_videos
Self-Stimulatory Behaviours Dataset (SSBD) dataset toolbox.
Language:C++3 1 2
antran89/ud120-projects
Introduction to Machine Learning course
Language:DIGITAL Command Language3 1 06
antran89/ActivityNet
This repository is intended to host tools and demos for ActivityNet
Language:Jupyter Notebook1 3 01
antran89/caffe-segmentation
modified version of Caffe which support DeconvNet and DecoupledNet, and I add modifications to supports reconstruction tasks.
Language:C++1 2 0
antran89/OlympicsDataset
convert Olympic Sports dataset into avi file, split them into train and test folder
Language:Matlab1 1 01
antran89/pp-linknet
Language:Python1 1 0
antran89/shopee_tf_object_detection_api_examples
Language:Python1 1 0
antran89/sports1m-crawler
Scripts to download Sports1M dataset.
Language:Python1 2 03
antran89/antran89.github.io
Homepage of An Tran
Language:HTML1 0
antran89/apls
Python code to evaluate the APLS metric
Language:Python0 0
antran89/awesome-deep-fashion
A curated list of resources dedicated to fashion retrieval and recognition.
1 0
antran89/awesome-emotion-recognition
A curated list of resources dedicated to emotion recognition.
antran89/azcv
Command line tools utilising Azure Computer Vision Cognitive Services using the mlhub.ai framework
Language:Python0 0
antran89/C3D
C3D is a modified version of BVLC caffe to support 3D ConvNets.
Language:C++1 0
antran89/caffe
Caffe: a fast open framework for deep learning.
Language:C++2 0
antran89/codejam-templates
Templates for Google Code Jam contest in different programming languages
antran89/eczema-project
Language:Jupyter Notebook1 0
antran89/HangmanGame
Language:JavaScript0 0
antran89/maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Language:Python3 0
antran89/Piexif
Exif manipulation with pure python script.
Language:Python