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ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(2020) paper

ATSS-EfficientDet-PyTorch

ATSS-EfficientDet implemented in PyTorch, outperforming the original EfficientDet. Weights are released.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

Awesome-Multi-label-Image-Recognition

Awesome Multi-label Image Recognition Paper List

Ca-Captioner

Code of paper "CA-Captioner: A Novel Concentrated Attention for Image Captioning "

BalancedGroupSoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

CLIP-Caption-Reward

PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)

DAB-DETR

[ICLR 2022] DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

detr

End-to-End Object Detection with Transformers

diffusion-image-captioning

implementation of paper https://arxiv.org/abs/2210.04559

DistributionBalancedLoss

Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets" (ECCV 2020 Spotlight)

EfficientDet-Pytorch

This project is a kind of implementation of EfficientDet(CVPR 2020) using mmdetection.

efficientdet-pytorch-1

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

evaluation-metrics

multi label accuracy

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

Image-Captioning-with-MAD-and-SAP

Code for paper "Image Captioning with End-to-End Attribute Detection and Subsequent Attributes Prediction". IEEE Transactions on Image Processing 2020

KDAT

一个专为视觉方向目标检测全流程的标注工具集，全称：Kill Object Detection Annotation Tools。

lookahead_pytorch

pytorch implement of Lookahead Optimizer

Mish

Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

mla-net

mmdetection-mini

mmdetection最小学习版

nccl

Optimized primitives for collective multi-GPU communication

Pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

pytorch-vit

pytorch-vit

query2labels

Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

Ranger-Deep-Learning-Optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

Synchronized-BatchNormalization

Multi-Gpus Synchronized Batch Normalization implementation in PyTorch

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"