pplntech's repositories
EAST
A tensorflow implementation of EAST text detector
video-nonlocal-net
Non-local Neural Networks for Video Classification
Awesome-Scene-Text-Recognition
A curated list of resources dedicated to scene text localization and recognition
3D-ResNets-PyTorch
3D ResNets for Action Recognition
kinetics_i3d_pytorch
Inflated i3d network with inception backbone, weights transfered from tensorflow
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Paper_Reading_List
Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)
3D-Machine-Learning
A learning resource repository for 3D machine learning
pytorch_convgru
Convolutional Gated Recurrent Units implemented in PyTorch
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
ConvGRUCell-pytorch
Convolution GRU cell in PyTorch
UntrimmedNet
Weakly Supervised Action Recognition and Detection
nn_playground
Experimental keras implementation of novel neural network structures
awesome-action-recognition
A curated list of action recognition and related area resources
gpu_flow
GPU based optical flow extraction in OpenCV
kinetics-i3d
Convolutional neural network model for video classification trained on the Kinetics dataset.
tf_cnnvis
CNN visualization tool in TensorFlow
keras-vis
Neural network visualization toolkit for keras
c3d-keras
C3D for Keras + TensorFlow
activitynet-2016-cvprw
Tools to participate in the ActivityNet Challenge 2016
CAM
Class Activation Mapping
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
saliency-2016-cvpr
Shallow and Deep Convolutional Networks for Saliency Prediction
tf_tutorials
TensorFlow tutorials for KICS Deep Learning Tool Workshop
caption-guided-saliency
Supplementary material to "Top-down Visual Saliency Guided by Captions" (CVPR 2017)
ltc
Long-term Temporal Convolutions for Action Recognition, PAMI 2017
tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
dtf_fisher
Improved Dense Trajectory features encoded by Fisher Vectors
deeplearn_hsi
Source code for ``Deep Learning-Based Classification of Hyperspectral Data`` published at JSTAR