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few-shot-object-detection ucbdrive

225

1.1k

apache-2.0

28

Implementations of few-shot object detection benchmarks

icml-2020 few-shot-learning few-shot-object-detection

Created 2020-03-16

54 commits to master branch, last one 2 years ago

Meta-DETR ZhangGongjie

84

378

mit

13

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

pytorch meta-learning computer-vision object-detection few-shot-object-detection

Created 2021-03-22

21 commits to main branch, last one about a year ago

FewX fanq15

48

346

mit

14

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

few-shot partially-supervised few-shot-object-detection few-shot-instance-segmentation

Created 2020-08-08

39 commits to master branch, last one 5 months ago

FewShotDetection YoungXIAO13

33

209

mit

8

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

few-shot-learning few-shot-object-detection

Created 2020-07-20

39 commits to master branch, last one 3 years ago

DCNet hzhupku

32

142

mit

6

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

cvpr2021 few-shot-object-detection

Created 2021-03-20

8 commits to main branch, last one 2 years ago

VFA csuhan

9

80

unknown

1

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

mmfewshot mmdetection object-detection few-shot-object-detection

Created 2023-01-30

4 commits to main branch, last one about a year ago

Meta-Faster-R-CNN GuangxingHan

9

75

unknown

4

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

attention meta-learning few-shot-object-detection

Created 2022-03-31

20 commits to main branch, last one about a year ago

FCT GuangxingHan

13

72

unknown

4

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

transformer meta-learning few-shot-object-detection

Created 2022-09-24

21 commits to main branch, last one about a year ago

AirDet Jaraxxus-Me

11

70

bsd-2-clause

4

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

online robotics few-shot-object-detection

Created 2022-03-09

9 commits to master branch, last one 5 months ago

imTED LiewFeng

8

63

apache-2.0

2

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

iccv2023 object-detection vision-transformer few-shot-object-detection

Created 2022-12-01

25 commits to main branch, last one 2 months ago

Counting-DETR VinAIResearch

4

56

apache-2.0

5

Few-shot Object Counting and Detection (ECCV 2022)

object-counting few-shot-counting few-shot-learning class-agnostic-counting class-agnostic-detection few-shot-object-detection few-shot-counting-and-detection

Created 2022-07-20

18 commits to master branch, last one about a year ago

AcroFOD Hlings

7

51

apache-2.0

2

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

pytorch few-shot-object-detection domain-adaptive-object-detection

Created 2022-07-11

42 commits to main branch, last one 7 months ago

ledetection lexisnexis-risk-open-source

5

32

apache-2.0

1

[AISTATS 2024] Label-Efficient Detection Toolbox and Benchmark

computer-vision object-detection few-shot-object-detection label-efficient-object-detection semi-supervised-object-detection

Created 2023-03-09

29 commits to main branch, last one about a month ago