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pytorch-onnx-tensorrt

A set of tool which would make your life easier with Tensorrt and Onnxruntime. This Repo is designed for YoloV3

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

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.

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

pytorch_yolov4

PyTorch implementation of YOLOv4

queryinst

Instances as Queries (https://arxiv.org/abs/2105.01928)

r-centernet

detector for rotated-objections based on CenterNet/基于CenterNet的旋转目标检测

raft

raunet

RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments (ICONIP19)

relation_networks-pytorch

Relation Networks for object detection based pytorch

research-xbm

XBM: Cross-Batch Memory for Embedding Learning

resnest

ResNeSt: Split-Attention Network

resrep

Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization

retrieval.pytorch

Adaptive Cross-Modal Embeddings for Image-Sentence Alignment

rg-senet_sp-senet

PyTorch implementation of Delving Deep into Spatial Pooling for Squeeze-and-Excitation Networks.

rmi

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

rsn

seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

segmentron

Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)

seuthesis

LaTeX Thesis Template for Southeast University

sg-net

siamyolact

Object Tracking With Siamese Neural Network

sipmask

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

solo

SOLO: Segmenting Objects by Locations https://arxiv.org/abs/1912.04488

solov2

SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

sota-crowd-counting

Collected SoTA crowd counting models including Bayesian, PCCNet and CANNet so on.

sota-ocr

CTPN and CRNN+CTCLoss for Text Detection and Recognization

sota-segmentation

Collected SoTA segmentation models including EMANet,GALDNet,DANet,CCNet,Deeplabv3 and so on.

sots

Single object tracking and segmentation.