mqchen1993

mqchen1993

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Deeplab-v3plus

A higher performance pytorch implementation of DeepLab V3 Plus(DeepLab v3+)

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awesome-panoptic-segmentation

Panoptic Segmentation Paper List.

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CADL

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

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DBow3

Improved version of DBow2

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Deep-Learning-Semantic-Segmentation

A paper list of semantic segmentation using deep learning.

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deep_learning_object_detection

A paper list of object detection using deep learning.

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Deformable-ConvNets

Deformable Convolutional Networks

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docker-pytorch

A Docker image for PyTorch

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Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

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google-landmark

Dataset with 5 million images depicting human-made and natural landmarks spanning 200 thousand classes.

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how

HOW local descriptors

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HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

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insightface

State-of-the-art 2D and 3D Face Analysis Project

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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

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models

Models and examples built with TensorFlow

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note_book

note books.

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OCNet.pytorch

Please star the openseg.pytorch project for the updated code that can reproduce all the results of OCNet and Fast-OCNet.

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opencv

Open Source Computer Vision Library

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PANet

PANet for Instance Segmentation and Object Detection

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PSPNet-TF-Reproduce

Training PSPNet in Tensorflow. Reproduce the performance from the paper.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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pytorch-insightface

Pretrained insightface models ported to pytorch

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Semantic_Segmentation_Review

A Review on Deep Learning Techniques Applied to Semantic Segmentation 研究

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Siamese-Networks-for-One-Shot-Learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

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Sparse-Depth-Completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. 1st place on KITTI. (MVA 2019 Conference)

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tensorflow

An Open Source Machine Learning Framework for Everyone

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