few-shot-object-detection

There are 11 repositories under few-shot-object-detection topic.

• ucbdrive / few-shot-object-detection

  Implementations of few-shot object detection benchmarks

  few-shot-object-detectionfew-shot-learningicml-2020
  Language:Python 1067

• ZhangGongjie / Meta-DETR

  [T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

  computer-visionfew-shot-object-detectionmeta-learningobject-detectionpytorch
  Language:Python 375

• fanq15 / FewX

  FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

  few-shot-object-detectionfew-shotfew-shot-instance-segmentationpartially-supervised
  Language:Python 346

• YoungXIAO13 / FewShotDetection

  (ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

  few-shot-learningfew-shot-object-detection
  Language:Python 207

• hzhupku / DCNet

  Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection, CVPR 2021

  cvpr2021few-shot-object-detection
  Language:Python 141

• csuhan / VFA

  Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)

  few-shot-object-detectionmmdetectionobject-detectionmmfewshot
  Language:Python 76

• Jaraxxus-Me / AirDet

  Full conference version of AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration

  few-shot-object-detectiononlinerobotics
  Language:Python 70

• GuangxingHan / Meta-Faster-R-CNN

  Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'

  attentionfew-shot-object-detectionmeta-learning
  Language:Python 69

• GuangxingHan / FCT

  Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'

  few-shot-object-detectionmeta-learningtransformer
  Language:Python 68

• LiewFeng / imTED

  [ICCV 2023] Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection

  few-shot-object-detectioniccv2023object-detectionvision-transformer
  Language:Python 64

• Bryce1010 / Awesome-Few-shot

  Awesome Few-shot learning

  few-shot-learningfew-shot-object-detectionfew-shot-recognitionfew-shot-segmentationmeta-learningmetric-learning
  53

• VinAIResearch / Counting-DETR

  Few-shot Object Counting and Detection (ECCV 2022)

  class-agnostic-countingclass-agnostic-detectionfew-shot-countingfew-shot-counting-and-detectionfew-shot-learningfew-shot-object-detectionobject-counting
  Language:Python 52

• Hlings / AcroFOD

  (ECCV2022) The official PyTorch implementation of the "AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection".

  domain-adaptive-object-detectionfew-shot-object-detectionpytorch
  Language:Python 51

• lexisnexis-risk-open-source / ledetection

  [AISTATS 2024] Label-Efficient Detection Toolbox and Benchmark

  computer-visionfew-shot-object-detectionobject-detectionsemi-supervised-object-detectionlabel-efficient-object-detection
  Language:Python 32

• GuangxingHan / QA-FewDet

  Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'

  few-shot-object-detectiongraph-convolutional-networksmeta-learning
  Language:Python 26

• dali92002 / HTRbyMatching

  Hadwritten Text Recognition in Few-shot Scenario

  few-shot-object-detectionone-shot-object-detectionhandwriting-recognitioncurriculum-learningfaster-rcnnciphered-manuscriptsdeep-learning
  Language:Python 17

• wangchen1801 / FPD

  Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"

  few-shot-object-detectionmeta-learning
  Language:Python 17

• Jaraxxus-Me / AirDet_ROS

  ROS wrapper for AirDet

  few-shot-object-detectionrobotics-perception
  Language:Python 9

• anishmadan23 / foundational_fsod

  This repository contains the implementation for the paper "Revisiting Few Shot Object Detection with Vision-Language Models"

  benchmarkfew-shot-learningfew-shot-object-detectionfoundation-modelslvisnuimagesobject-detectionvision-language-model
  Language:Python 8

• JJBT / RevO

  Few-Shot Object Detection with Transformer

  few-shot-learningfew-shot-object-detectiontransformer
  Language:Python 7

• Brronnie / SDM-RAN

  This repository contains code implementation for paper "Detect an Object At Once without Fine-tuning".

  computer-visionfew-shot-object-detectionpytorch
  Language:Python 0