maginahuang's repositories

DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

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HR-NAS

HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers (CVPR21 Oral)

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HRFormer

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

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mae_segmentation

reproduction of semantic segmentation using masked autoencoder (mae)

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Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

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mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

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mmediting

OpenMMLab Image and Video Restoration, Editing and Generation Toolbox

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mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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mmyolo

OpenMMLab YOLO series toolbox and benchmark

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PaddleDetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

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panopticapi

COCO 2018 Panoptic Segmentation Task API (Beta version)

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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

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SegFormer

Official implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"

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SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

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ViTPose

PyTorch implementation of ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation

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