Collect some papers and datastes about few-shot object detection for computer vision.
☆177Sep 26, 2023Updated 2 years ago
Alternatives and similar repositories for awesome-few-shot-object-detection
Users that are interested in awesome-few-shot-object-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆106Feb 17, 2023Updated 3 years ago
- The offical code for paper "Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection"☆46Jan 31, 2023Updated 3 years ago
- Leaderboard, taxonomy, and curated list of few-shot object detection papers.☆114Nov 8, 2021Updated 4 years ago
- 📄 A paper list of Few-shot Object Detection.☆140Oct 12, 2021Updated 4 years ago
- Multi-Faceted Distillation of Base-Novel Commonality for Few-shot Object Detection, ECCV 2022☆35Mar 23, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2022] Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation☆49Oct 13, 2025Updated 10 months ago
- ☆230Jun 9, 2024Updated 2 years ago
- [T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation☆433Aug 21, 2022Updated 4 years ago
- Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'☆98Apr 5, 2023Updated 3 years ago
- Implementations of few-shot object detection benchmarks☆1,218Nov 21, 2023Updated 2 years ago
- ☆61Jan 12, 2022Updated 4 years ago
- This is a repository for ACMMM22 paper "Exploring Effective Knowledge Transfer for Few-shot Object Detection"☆18Jun 21, 2023Updated 3 years ago
- Official repo for our CVPR 22 paper: "Label, Verify, Correct: A Simple Few-Shot Object Detection Method"☆97Aug 4, 2022Updated 4 years ago
- The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)☆37Jan 17, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- OpenMMLab FewShot Learning Toolbox and Benchmark☆753Sep 5, 2023Updated 2 years ago
- Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'☆93Apr 5, 2023Updated 3 years ago
- ☆20Dec 6, 2022Updated 3 years ago
- Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'☆33Dec 29, 2022Updated 3 years ago
- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆43Jan 17, 2025Updated last year
- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆58Mar 21, 2023Updated 3 years ago
- CN Dota, Best Dota.☆11Dec 14, 2020Updated 5 years ago
- Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"☆61Mar 12, 2024Updated 2 years ago
- (ECCV2022) The official PyTorch implementation of the "AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection".☆68Dec 3, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆35May 21, 2024Updated 2 years ago
- CoRL 2024☆481Oct 29, 2024Updated last year
- ☆18Dec 23, 2022Updated 3 years ago
- ☆52Dec 18, 2022Updated 3 years ago
- This project provides an implementation for "Generalized Few-Shot Object Detection without Forgetting" (CVPR2021) on PyTorch.☆50Aug 31, 2021Updated 5 years ago
- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 4 years ago
- ☆68Nov 23, 2021Updated 4 years ago
- Full conference version of AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration☆86Jan 12, 2024Updated 2 years ago
- Few-shot Object Detection via Feature Reweighting☆567Oct 12, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Alignment Attention Fusion framework for Few-Shot Object Detection☆30Jul 12, 2023Updated 3 years ago
- When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection☆19Nov 3, 2025Updated 9 months ago
- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆45Sep 17, 2024Updated last year
- A paper list for incremental few-shot object detection.☆33Apr 6, 2023Updated 3 years ago
- Source code for CVPR 2022 paper Sylph A Hypernetwork Framework for Few-shot Object Detection☆75Jun 16, 2022Updated 4 years ago
- ☆303Apr 7, 2021Updated 5 years ago
- This repository lists some awesome public Open World object detection series projects.☆32Feb 22, 2024Updated 2 years ago