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3D ResNets for Action Recognition (CVPR 2018)
Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
Information about activity recognition
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
LeetCode, HackRank, 剑指offer, classic algorithm implementation
Pytorch porting of C3D network, with Sports1M weights
Object detection, 3D detection, and pose estimation using center point detection:
cvpr2019 papers,极市团队整理
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
Deep Learning: Real-time object detection - YOLOv3 [Python, PyTorch]
A memory-efficient implementation of DenseNets
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A faster pytorch implementation of faster r-cnn
The code is an implementation of Feedback Convolutional Neural Network for Visual Localization and Segmentation.
Attention Mechanism
Convolutional neural network model for video classification trained on the Kinetics dataset.
This project was carried out using OpenCV Python and libraries such as numpy, matplotlib and scipy. It aims at classifying the images into three categories, namely, airplanes, cars and motorcycles using an Artificial Neural Network. Similar to humans, machines, too, require to analyze the features of an image to determine its content. Hence, for helping the system with the classification, we used algorithms such as Harris Corner Detection for detection of interest points in an image and consequently applied algorithms such as Histogram of Oriented Gradients (HoG), Speeded-Up Robust Features (SURF) and Daubechies D4 Wavelet Transform to generate the subsequent feature vectors. Our project utilized 160 out of the 500 images of Cars, 160 out of the 800 images of Motorcycles and 160 out of the 900 images of airplanes for training purposes. For the testing purposes, we selected 30 images from each of the categories which were not selected for the training. The system takes a test image as an input, classifies it into one of the three categories and annotates it.
:book:Python计算机视觉中译本实例代码
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
An implementation of WaveNet with fast generation
A PyTorch implementation of the YOLO v3 object detection algorithm
This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation
I3D and 3D-ResNets in PyTorch
real time video action recognition based on C3D
vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....
Temporal Relation Networks
Temporal Segment Networks (TSN) in PyTorch
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.