Methods › Computer Vision › One-Stage Object Detection Models › FCOS
FCOS
Introduced by Zhi Tian et al. in FCOS: Fully Convolutional One-Stage Object Detection
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
FCOS is an anchor-box free, proposal free, single-stage object detection model. By eliminating the predefined set of anchor boxes, FCOS avoids computation related to anchor boxes such as calculating overlapping during training. It also avoids all hyper-parameters related to anchor boxes, which are often very sensitive to the final detection performance.
Papers archive 2025-07-28
30 shown of 80, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
-
Floating Car Observers in Intelligent Transportation Systems: Detection Modeling and Temporal Insights 29 Apr 2025 · 0 repositories · arXiv:2505.02845
-
BBoxCut: A Targeted Data Augmentation Technique for Enhancing Wheat Head Detection Under Occlusions 31 Mar 2025 · 0 repositories · arXiv:2503.24032
-
Fast-COS: A Fast One-Stage Object Detector Based on Reparameterized Attention Vision Transformer for Autonomous Driving 11 Feb 2025 · 0 repositories · arXiv:2502.07417
-
Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection 23 Dec 2024 · 1 repository · arXiv:2412.17800
-
IAFI-FCOS: Intra- and across-layer feature interaction FCOS model for lesion detection of CT images 1 Sep 2024 · 0 repositories · arXiv:2409.00694
-
Domain penalisation for improved Out-of-Distribution Generalisation 3 Aug 2024 · 0 repositories · arXiv:2408.01746
-
Enhancing Fine-grained Object Detection in Aerial Images via Orthogonal Mapping 25 Jul 2024 · 1 repository · arXiv:2407.17738
-
FAD-SAR: A Novel Fishing Activity Detection System via Synthetic Aperture Radar Images Based on Deep Learning Method 28 Apr 2024 · 0 repositories · arXiv:2404.18245
-
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection 6 Mar 2024 · 1 repository · arXiv:2403.03390
-
Temporal Enhanced Floating Car Observers 6 Mar 2024 · 0 repositories · arXiv:2403.03825
-
A Safety-Adapted Loss for Pedestrian Detection in Automated Driving 5 Feb 2024 · 0 repositories · arXiv:2402.02986
-
Mixed Pseudo Labels for Semi-Supervised Object Detection 12 Dec 2023 · 1 repository · arXiv:2312.07006
-
DyRA: Portable Dynamic Resolution Adjustment Network for Existing Detectors 28 Nov 2023 · 2 repositories · arXiv:2311.17098
-
P2RBox: Point Prompt Oriented Object Detection with SAM 22 Nov 2023 · 0 repositories · arXiv:2311.13128
-
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information 7 Oct 2023 · 1 repository · arXiv:2310.04662
-
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction 10 Aug 2023 · 1 repository · arXiv:2308.05820
-
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection 20 Jul 2023 · 1 repository · arXiv:2307.11077Syntology ran 2 of 2 samples · 0 unverified
-
Training Strategies for Vision Transformers for Object Detection 5 Apr 2023 · 0 repositories · arXiv:2304.02186
-
EdgeYOLO: An Edge-Real-Time Object Detector 15 Feb 2023 · 1 repository · arXiv:2302.07483
-
Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images 13 Feb 2023 · 1 repository · arXiv:2302.06060
-
CSDA: Learning Category-Scale Joint Feature for Domain Adaptive Object Detection 1 Jan 2023 · 0 repositories
-
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment 1 Jan 2023 · 1 repository · arXiv:2301.00371
-
Deep learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-Free Object Detector 12 Dec 2022 · 1 repository · arXiv:2212.05900
-
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding 5 Dec 2022 · 1 repository · arXiv:2212.02014
-
DETRs with Collaborative Hybrid Assignments Training 22 Nov 2022 · 6 repositories · arXiv:2211.12860Syntology ran 0 of 5 samples · 5 unverified
-
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding 7 Nov 2022 · 0 repositories · arXiv:2211.03850
-
Intelligent detect for substation insulator defects based on CenterMask 31 Aug 2022 · 0 repositories · arXiv:2208.14598
-
Sample hardness based gradient loss for long-tailed cervical cell detection 7 Aug 2022 · 0 repositories · arXiv:2208.03779
-
DSLA: Dynamic smooth label assignment for efficient anchor-free object detection 1 Aug 2022 · 1 repository · arXiv:2208.00817
-
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient 5 Jul 2022 · 1 repository · arXiv:2207.02039
Tasks archive 2025-07-28
20 shown of 78 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections