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holistic-video-understanding.github.io

Holistic Video Understanding Dataset Webpage

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

imm

Code for unsupervised learning of object landmarks as proposed in "Unsupervised Learning of Object Landmarks through Conditional Image Generation", Tomas Jakab*, Ankush Gupta*, Hakan Bilen, Andrea Vedaldi, Advances in Neural Information Processing Systems (NeurIPS) 2018.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-vis

Neural network visualization toolkit for keras

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

kinetics_i3d_pytorch

Inflated i3d network with inception backbone, weights transfered from tensorflow

ltc

Long-term Temporal Convolutions for Action Recognition, PAMI 2017

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

minimal-bag-of-visual-words-image-classifier

Implementation of a content based image classifier using the bag of visual words approach in Python together with Lowe's SIFT and Libsvm.

nn_playground

Experimental keras implementation of novel neural network structures

non-local_pytorch

Implementation of Non-local Block.

object_level_visual_reasoning

Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

opencv_contrib

Repository for OpenCV's extra modules

paper_reading_list

Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)

planet

Learning Latent Dynamics for Planning from Pixels

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-deeplab-resnet

DeepLab resnet v2 model in pytorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-groupnormalization

Pytorch implementation of group normalization in https://arxiv.org/abs/1803.08494 (Following the PyTorch Style)

pytorch-mfnet

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch_compact_bilinear_pooling

Compact Bilinear Pooling for PyTorch

pytorch_convgru

Convolutional Gated Recurrent Units implemented in PyTorch

pytorch_model_summary

pytorch model summary, statistic parameters number, memory usage, FLOPs and so on

saliency-2016-cvpr

Shallow and Deep Convolutional Networks for Saliency Prediction

squirrel