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A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译
VIP cheatsheets for Stanford's CS 229 Machine Learning
缺陷检测文献记录
2017 ICCV, SurfaceNet: An End-to-end 3D Neural Network for Multiview Stereopsis
2020 TPAMI, SurfaceNet+ is a volumetric learning framework for the very sparse MVS. The sparse-MVS benchmark is maintained here. Authors: Mengqi Ji#, Jinzhi Zhang#, Qionghai Dai, Lu Fang.
Stochastic Weight Averaging in PyTorch
A novel neural network architecture for dealing with small object detection and noise data in the underwater scenes.
share examples of tensorflow
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
Object detection model thundernet tensorflow.keras implementation
Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow
毕业论文小助手:一个翻译英文并将中文结果显示在侧边的PDF阅读器
Real-time generic object detection on mobile platforms is a crucial but challenging computer vision task. However, previous CNN-based detectors suffer from enormous computational cost, which hinders them from real-time inference in computation-constrained scenarios. In this paper, we investigate the effectiveness of two-stage detectors in real-time generic detection and propose a lightweight twostage detector named ThunderNet. In the backbone part, we analyze the drawbacks in previous lightweight backbones and present a lightweight backbone designed for object detection. In the detection part, we exploit an extremely efficient RPN and detection head design. To generate more discriminative feature representation, we design two efficient architecture blocks, Context Enhancement Module and Spatial Attention Module. At last, we investigate the balance between the input resolution, the backbone, and the detection head. Compared with lightweight one-stage detectors, ThunderNet achieves superior performance with only 40% of the computational cost on PASCAL VOC and COCO benchmarks. Without bells and whistles, our model runs at 24.1 fps on an ARM-based device. To the best of our knowledge, this is the first real-time detector reported on ARM platforms. Code will be released for paper reproduction.
广东工业智造大赛--布匹瑕疵检测复赛代码
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage
Implementation of Tiny-DSOD backbone
Dataset of images of trash; Torch-based CNN for garbage image classification
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)
Self complemented word embedding methods using CBOW,skip-Gram,word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成
The official TensorFlow implementation of WS-DAN.
An industrial deep learning framework for high-dimension sparse data
雪浪制造AI挑战赛—视觉计算辅助良品检测 test_a 952 test_b 953
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
All the trained models used while developing YOLO-LITE
Unofficial implementation of yolo nano
YOLOV3-NANO-Tensorflow
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.