Leaderboard, taxonomy, and curated list of few-shot object detection papers.
☆114Nov 8, 2021Updated 5 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:
- ☆229Jun 9, 2024Updated 2 years ago
- Collect some papers and datastes about few-shot object detection for computer vision.☆177Sep 26, 2023Updated 3 years ago
- This is a repository for ACMMM22 paper "Exploring Effective Knowledge Transfer for Few-shot Object Detection"☆18Jun 21, 2023Updated 3 years ago
- 📄 A paper list of Few-shot Object Detection.☆140Oct 12, 2021Updated 5 years ago
- ☆303Apr 7, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.☆369Jan 12, 2024Updated 2 years ago
- Few-shot Object Detection Recent Work☆18May 18, 2022Updated 4 years ago
- Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".☆339Jul 18, 2023Updated 3 years ago
- ☆100Dec 22, 2021Updated 4 years ago
- ☆52Dec 18, 2022Updated 3 years ago
- The code for “Multiscale Object Contrastive Learning–Derived Few-Shot Object Detection in VHR imagery”☆15Jun 12, 2023Updated 3 years ago
- Implementations of few-shot object detection benchmarks☆1,218Nov 21, 2023Updated 2 years ago
- [T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation☆436Aug 21, 2022Updated 4 years ago
- Few-shot Object Detection via Feature Reweighting☆564Oct 12, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Alignment Attention Fusion framework for Few-Shot Object Detection☆30Jul 12, 2023Updated 3 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
- ☆10Jan 13, 2024Updated 2 years ago
- OpenMMLab FewShot Learning Toolbox and Benchmark☆754Sep 5, 2023Updated 3 years ago
- Multi-scale Positive Sample Refinement for Few-shot Object Detection, ECCV2020☆144Aug 20, 2020Updated 6 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
- Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'☆91Apr 5, 2023Updated 3 years ago
- ☆12May 19, 2021Updated 5 years ago
- Official Repo of DiGeo for Generalized Few-Shot Object Detection(CVPR'23)☆59Mar 21, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆107Feb 17, 2023Updated 3 years ago
- ☆127Jan 20, 2022Updated 4 years ago
- The offical code for paper "Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection"☆47Jan 31, 2023Updated 3 years 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 2 years ago
- [ICCV 2023] Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection☆73Oct 15, 2024Updated 2 years ago
- Universal-Prototype Enhancing for Few-Shot Object Detection (ICCV 2021)☆26Nov 8, 2021Updated 5 years ago
- official implementation of "Re-scoring using image-language similarity for few-shot object detection" CVIU, April 2024☆21Apr 22, 2024Updated 2 years ago
- ☆44Aug 5, 2023Updated 3 years ago
- ☆394Aug 9, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Dynamic Relavance Learning for Few Shot Object Detection☆42Aug 9, 2021Updated 5 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 Papers☆108Apr 25, 2024Updated 2 years ago
- ☆29Nov 5, 2020Updated 6 years ago
- Official implementation of the paper 'Exploring Robust Features for Few-Shot Object Detection in Satellite Imagery'☆43Jan 17, 2025Updated last year
- Prototype-cnn☆41Dec 3, 2021Updated 4 years ago
- Novel Instances Mining with Pseudo-Margin Evaluation for Few-Shot Object Detection☆14Oct 3, 2021Updated 5 years ago
Are these results useful?