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deepparrot's Projects

cascade-rpn icon cascade-rpn

Code for NeurIPS 2019 paper: "Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution"

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

ecanet icon ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

extremenet icon extremenet

Bottom-up Object Detection by Grouping Extreme and Center Points

fixres icon fixres

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

foveabox icon foveabox

FoveaBox: Beyond Anchor-based Object Detector

gcnet icon gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

ocnet.pytorch icon ocnet.pytorch

Please star the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

polarmask icon polarmask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

pytorch-dpn-pretrained icon pytorch-dpn-pretrained

Dual Path Networks (DPN) supporting pretrained weights converted from original MXNet implementation

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

semseg icon semseg

Semantic Segmentation in Pytorch

torchbench icon torchbench

Easily benchmark machine learning models in PyTorch

tpu icon tpu

Reference models and tools for Cloud TPUs.

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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