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PyTorch-based CNN implementation for estimating age from face images
[CVIU 2019] ASSD learns to highlight useful regions on the feature maps while suppressing the irrelevant information, thereby providing reliable guidance for object detection.
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
CenterNet / FCOS_PLUS/MatrixNets implemented by mmdetection
COCO API - Dataset @ http://cocodataset.org/
ContextLab: A Toolbox for Context Feature Augmentation developed with PyTorch
A novel region proposal network for more general object detection ( including scene text detection ).
复现DSSD
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
A pure torch implement of FCOS 37.2AP
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
This code for solving the imbalance problems in regression head of object detectors. Comparison methods contain:Smooth-l1, IoU-loss, GIoU-loss, DIoU-loss, CIoU-loss.
Pytorch re-implementation of Fssd
The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.
[CVPR2020] GhostNet: More Features from Cheap Operations
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
Convert JSON datasets into YOLO (darknet) format.
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
The brief implementation and using examples of object detection usages like, IoU, NMS, soft-NMS, SmoothL1、IoU loss、GIoU loss、 DIoU loss、CIoU loss, cross-entropy、focal-loss、GHM, AP/MAP and so on by Pytorch.
Overlap Sampler for Region-Based Object Detection (WACV 2020)
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
比较易懂好用的RandAugment
Minimal PyTorch implementation of YOLOv3
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
Pytorch implementation of Repulsion Loss on RetinaNet
A pure torch implement of RetinaNet 36.4AP
This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"
A simplified implemention of Faster R-CNN that replicate performance from origin paper
1st place models in Google OpenImage Detection Challenge 2019
这是一个yolo3-pytorch的源码,可以用于训练自己的模型。
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.