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monodepth2

[ICCV 2019] Monocular depth estimation from a single image

msbdn-dff

The source code of CVPR 2020 paper "Multi-Scale Boosted Dehazing Network with Dense Feature Fusion"

msg_chn_wacv20

The code for our WACV paper "A Multi-Scale Guided Cascade Hourglass Network for Depth Completion"

mvc

newcrfs

nlspn_eccv20

Park et al., Non-Local Spatial Propagation Network for Depth Completion, ECCV, 2020

open-world-semantic-segmentation

Code for ICCV2021 paper "Deep Metric Learning for Open World Semantic Segmentation".

pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

penet_icra2021

ICRA 2021 "Towards Precise and Efficient Image Guided Depth Completion"

pix2pix

Image-to-image translation with conditional adversarial nets

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pncnn

The official PyTorch implementation for "Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End"

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

pointpainting

This repository is an open-source PointPainting package which is easy to understand, deploy and run!

ppac_refinement

Probabilistic Pixel-Adaptive Refinement Networks (CVPR 2020)

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

python-image-morpher

Python Image Morpher (PIM) is a program that blends images to your content!

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-fpn

Feature Pyramid Networks in PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

pytorchlightingexample

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

raft-stereo

research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

ritm_interactive_segmentation

Reviving Iterative Training with Mask Guidance for Interactive Segmentation

seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)