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3d-deep-learning-papers

A collection of some 3D vision papers from main conferences.

3d-reconstruction-using-single-view-metrology

This repository contains code and the steps to follow for 3D Reconstruction using Single View Metro logy

ad_opt

ad_pjt

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

backprop

Back propagation algorithm from scratch.

bayesian-nn

Bayesian neural networks

bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer in Pytorch

conv_lstm

A Pytorch implementation of convolutional lstm

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

data_analysis

data_hub2

depth-map-prediction-from-a-single-image-using-a-multi-scale-deep-network

PyTorch implementation of the paper

depth2hha-python

Use python3 to convert depth image into hha image

depth_eigen

An implementation of https://arxiv.org/abs/1406.2283 in PyTorch.

detco.pytorch

A PyTorch implementation of DetCo https://arxiv.org/pdf/2102.04803.pdf

dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

distancegan

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

docker_images

docker_notebooks

dsc_decision_tree

Implementation of some decision tree algorithms from scratch.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external_attention.pytorch

A PyTorch implementation of external attention.

facial-similarity-with-siamese-networks-in-pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

fairmot

A simple baseline for one-shot multi-object tracking

fcrn

A Pytorch implement of 《Deeper Depth Prediction with Fully Convolutional Residual Networks》

first-pr

floorplan_outline_extraction

floorplan_similarity

floorplantransformation

Raster-to-Vector: Revisiting Floorplan Transformation