keshuai Chen's repositories

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

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graphhopper

Open source routing engine for OpenStreetMap. Use it as Java library or server.

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Object-Detection-Knowledge-Distillation

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

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voc2coco

How to create custom COCO data set for object detection

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awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

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cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

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Dilation-FasterRCNN

Distillation used in FasterRCNN (updating)

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Distillation-of-Faster-rcnn

Distillation for faster rcnn in classification,regression,feature level,feature level +mask

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EESRGAN

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

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EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

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faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

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faster_rcnnv1

pytorch implement of fasterRCNN,736px(max side),39.4mAP(COCO),30.21fps(RTX 2080TI)

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FGD

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

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FOD-data

A dataset of foreign object debris (FOD) designed for computer vision applications.

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matrixnet

PyTorch implementation for MatrixNet object detection architecture.

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ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

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OMGD

Online Multi-Granularity Distillation for GAN Compression (ICCV2021)

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prepare_detection_dataset

convert dataset to coco/voc format

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pytorch-tools

Tool box for PyTorch

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QueryDet-PyTorch

[CVPR 2022 Oral] QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection

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spring-framework

Spring Framework

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yolov4-pytorch

这是一个YoloV4-pytorch的源码,可以用于训练自己的模型。

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yolov4-tiny-pytorch

这是一个YoloV4-tiny-pytorch的源码,可以用于训练自己的模型。

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yolov5-knowledge-distillation

implementation of Distilling Object Detectors with Fine-grained Feature Imitation on yolov5

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