sunny's repositories

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computer-vision-raspberrypi

Sample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick

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crack_segmentation

This repository contains code and dataset for the task crack segmentation using two architectures UNet_VGG16, UNet_Resnet and DenseNet-Tiramusu

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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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EfficientPose

Scalable single-person pose estimation

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facial-landmark-detection-hrnet

A TensorFlow implementation of HRNet for facial landmark detection.

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High-Resolution-Remote-Sensing-Semantic-Segmentation-PyTorch

PyTorch实现高分遥感语义分割(地物分类);2019年遥感图像稀疏表征智能分析竞赛-语义分割赛道

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human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

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image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

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lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

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lite_hrnet

Lite-HRNet: A Lightweight High-Resolution Network

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mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

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MobilePose-pytorch

Light-weight Single Person Pose Estimator

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RFBNet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

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RFSong-7993

设计的轻量级RFB进行行人检测,AP达到0.7993,参数量仅有3.1MB,200 FPS

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smiles-transformer

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

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Transformer_Relative_Position_PyTorch

Implement the paper "Self-Attention with Relative Position Representations"

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TUPE

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

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Yolo-Fastest

:zap: Yolo universal target detection model combined with EfficientNet-lite, the calculation amount is only 230Mflops(0.23Bflops), and the model size is 1.3MB

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