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learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

learningtocompare_zsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

mapalignment

Aligning and Updating Cadaster Maps with Remote Sensing Images

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

master-thesis-bayesiancnn

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

mdmm

Learning multi-domain multi-modality I2I translation

mean-field-cnns

mirror

Matchable Image Retrieval by Learning from Surface Reconstruction

mmdetection

Open MMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

monocularsfm

Monocular Structure from Motion

msdn

This is our PyTorch implementation of Multi-level Scene Description Network (MSDN) proposed in our ICCV 2017 paper.

multi-task-deep-network

Usage of Multi-task deep learning network for semantic segmentation in medical images

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

mvdet

Codes and MultiviewX dataset for ECCV 2020 paper: Multiview Detection with Feature Perspective Transformation

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

mvsnet

MVSNet: Depth Inference for Unstructured Multi-view Stereo (ECCV2018, Oral Presentaion)

ncnet

PyTorch code for Neighbourhood Consensus Networks

obj_load

ocr_densenet

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densenet识别图中文字

perceptualsimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

phasecongruency

The implementation of phase congruency image features detection: edges and corners.

planenet

PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image

plsa

PLSA implementation via EM algorithm

pointer-based-segmentation-find-segment-containing-given-image-point-witin-given-roi-mask-using-cnn

Category independent sequential image segmentation. Find a segment containing a given image pixel within a given attention mask using a convolutional neural network (CNN), and its application for sequential region-by-region instance-aware segmentation of images with unfamiliar categories.

polycnn

End-to-End Learning of Polygons for Remote Sensing Image Classification

prm

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

prml

PRML algorithms implemented in Python

probabilistic-unet-pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch