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yinli0208's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

darknet icon darknet

Windows and Linux version of Darknet Yolo v2 Neural Networks for object detection

decoupled-classification-refinement icon decoupled-classification-refinement

The is an official implementation of our ECCV2018 paper "Revisiting RCNN: On Awakening the Classification Power of Faster RCNN (https://arxiv.org/abs/1803.06799)"

dl-setup icon dl-setup

Instructions for setting up the software on your deep learning machine

grp-dsod icon grp-dsod

Learning Object Detection from Scratch with Gated Recurrent Feature Pyramids

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mobilenet-ssd icon mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

mscnn icon mscnn

Caffe implementation of our multi-scale object detection framework

mxnet-ssd icon mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorchssd icon pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

repulsion_loss_ssd icon repulsion_loss_ssd

Repulsion Loss: Detecting Pedestrians in a Crowd. https://arxiv.org/abs/1711.07752

rrc_detection icon rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

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