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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentivenas

code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"

awesome-monocular-3d-detection

Awesome Monocular 3D detection

awesome-nerf

A curated list of awesome neural radiance fields papers

beta-darts

official implementation of β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search (CVPR22 oral).

bevdet

Official code base of the BEVDet series .

bevformer

This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

blocknerfpytorch

1. Weekly classified NeRF literature. 2. Non-official implementation of Block-NeRF and Mega-NeRF in Pytorch. 3. Train your large-scale NeRF in the wild.

centernet

Object detection, 3D detection, and pose estimation using center point detection:

citypersons

bounding box annotations, python evaluation code, and a benchmark for CityPersons

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

ctnas

[CVPR 2021] Contrastive Neural Architecture Search with Neural Architecture Comparators

cvpr2022-nas-competition-track-2-10th-solution

Leaderboard B ranking

dall-e

PyTorch package for the discrete VAE used for DALL·E.

darts

Differentiable architecture search for convolutional and recurrent networks

darts-pt

[ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS

deepcontext

Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'

deeplabv3plus-pytorch

DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes

efficient-computing

Efficient-Computing

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

faster-rcnn-with-torchvision

A reimplement of Faster-rcnn with torchvision

featurelearningrotnet

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

gbdt-nas

GBDT-NAS

google-research

Google Research

hardware-aware-automated-machine-learning

hiplot

HiPlot makes understanding high dimensional data easy

hrnet-semantic-segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

introrl

Intro to Reinforcement Learning (强化学习纲要）

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.