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KleinXin's repositories

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

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awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet)

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Ax

Adaptive Experimentation Platform

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botorch

Bayesian optimization in PyTorch

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CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

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deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

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docs

TensorFlow documentation

Language:Jupyter NotebookApache-2.0010

Efficient-PyTorch

My best practice of training large dataset using PyTorch.

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FCOS

FCOS: Fully Convolutional One-Stage Object Detection

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FishNet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

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HRNet-Facial-Landmark-Detection

High-resolution representation learning (HRNets) for facial landmark detection

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HRNet-Image-Classification

Train the HRNet model on ImageNet

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HRNet-Object-Detection

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

Language:PythonApache-2.0020

HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

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light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

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mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

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morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

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Objects365

The website of the Objects365 Dataset

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OpenSfM

Open source Structure from Motion pipeline

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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Language:PythonBSD-3-Clause020

pytorch-mobilenet-v3

MobileNetV3 in pytorch and ImageNet pretrained models

Language:PythonApache-2.0020

RandWireNN

Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

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RandWireNN-1

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

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tensorflow

An Open Source Machine Learning Framework for Everyone

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TimeCycle

Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)

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vision

Datasets, Transforms and Models specific to Computer Vision

Language:Jupyter NotebookBSD-3-Clause020

vscode-leetcode

Solve LeetCode problems in VS Code

Language:TypeScriptMIT020

yolact

A simple, fully convolutional model for real-time instance segmentation.

Language:PythonMIT020