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GitHub topics: few-shot-object-detection

RuoyuChen10/CCL-FSOD

[TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection

Language: Python - Size: 1.67 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 12 - Forks: 1

anishmadan23/foundational_fsod

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

Language: Python - Size: 12.2 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 59 - Forks: 3

ucbdrive/few-shot-object-detection

Implementations of few-shot object detection benchmarks

Language: Python - Size: 784 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 1,148 - Forks: 225

coderonion/awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects and the related object detection datasets.

Size: 387 KB - Last synced at: 8 days ago - Pushed at: 12 days ago - Stars: 1,448 - Forks: 202

LiewFeng/imTED

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

Language: Python - Size: 6.79 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 73 - Forks: 9

ZhangGongjie/Meta-DETR

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

Language: Python - Size: 8.89 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 382 - Forks: 77

lexisnexis-risk-open-source/ledetection

[AISTATS 2024] Label-Efficient Detection Toolbox and Benchmark

Language: Python - Size: 14.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 32 - Forks: 6

Hlings/AcroFOD

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

Language: Python - Size: 218 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 57 - Forks: 7

VinAIResearch/Counting-DETR

Few-shot Object Counting and Detection (ECCV 2022)

Language: Python - Size: 371 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 59 - Forks: 4

Jianheng-Liu/SDM-RAN-beta

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

Language: Python - Size: 321 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jaraxxus-Me/AirDet

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

Language: Python - Size: 94.7 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 70 - Forks: 11

wangchen1801/FPD

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

Language: Python - Size: 1.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

fanq15/FewX

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

Language: Python - Size: 4.64 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 335 - Forks: 48

JJBT/RevO

Few-Shot Object Detection with Transformer

Language: Python - Size: 18.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 4

Bryce1010/Awesome-Few-shot

Awesome Few-shot learning

Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 52 - Forks: 11

Jaraxxus-Me/AirDet_ROS

ROS wrapper for AirDet

Language: Python - Size: 21.8 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

YoungXIAO13/FewShotDetection

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

Language: Python - Size: 817 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 205 - Forks: 34

hzhupku/DCNet

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

Language: Python - Size: 2.18 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 132 - Forks: 32

csuhan/VFA

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

Language: Python - Size: 259 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 0

GuangxingHan/QA-FewDet

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

Language: Python - Size: 1.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 6

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'

Language: Python - Size: 1.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 6

GuangxingHan/FCT

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

Language: Python - Size: 595 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 6

Zhengzkang/E-FSOD

Few-shot object detection for custom data and engineering application

Language: Python - Size: 1.21 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

dali92002/HTRbyMatching

Hadwritten Text Recognition in Few-shot Scenario

Language: Python - Size: 4.48 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 2