2D Object Detection

79 papers with code • 13 benchmarks • 51 datasets

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Libraries

Use these libraries to find 2D Object Detection models and implementations
9 papers
27,470
4 papers
1,660
3 papers
21,384
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SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection

zcablii/sardet_100k 11 Mar 2024

To the best of our knowledge, SARDet-100K is the first COCO-level large-scale multi-class SAR object detection dataset ever created.

159
11 Mar 2024

RadioGalaxyNET: Dataset and Novel Computer Vision Algorithms for the Detection of Extended Radio Galaxies and Infrared Hosts

nikhel1/gal-detr 1 Dec 2023

Creating radio galaxy catalogues from next-generation deep surveys requires automated identification of associated components of extended sources and their corresponding infrared hosts.

0
01 Dec 2023

PrObeD: Proactive Object Detection Wrapper

vishal3477/proactive-object-detection NeurIPS 2023

Finetuning the object detector with these encrypted images enhances the detection performance for both generic and camouflaged.

5
28 Oct 2023

OpenAgents: An Open Platform for Language Agents in the Wild

xlang-ai/xlang 16 Oct 2023

Language agents show potential in being capable of utilizing natural language for varied and intricate tasks in diverse environments, particularly when built upon large language models (LLMs).

3,317
16 Oct 2023

BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection

mkang315/bgf-yolo 22 Sep 2023

You Only Look Once (YOLO)-based object detectors have shown remarkable accuracy for automated brain tumor detection.

38
22 Sep 2023

RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection

mkang315/rcs-yolo 31 Jul 2023

With an excellent balance between speed and accuracy, cutting-edge YOLO frameworks have become one of the most efficient algorithms for object detection.

53
31 Jul 2023

CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer

mkang315/CST-YOLO 26 Jun 2023

Blood cell detection is a typical small-scale object detection problem in computer vision.

32
26 Jun 2023

Object Detection with Transformers: A Review

mindgarage-shan/trans_object_detection_survey 7 Jun 2023

The astounding performance of transformers in natural language processing (NLP) has motivated researchers to explore their applications in computer vision tasks.

97
07 Jun 2023

FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection

moyog/fisheye8k 27 May 2023

With the advance of AI, road object detection has been a prominent topic in computer vision, mostly using perspective cameras.

54
27 May 2023

WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models

Infernolia/WEDGE 12 May 2023

WEDGE consists of 3360 images in 16 extreme weather conditions manually annotated with 16513 bounding boxes, supporting research in the tasks of weather classification and 2D object detection.

28
12 May 2023