small-object-detection
There are 21 repositories under small-object-detection topic.
- sahiLanguage:Python 4919
kuanhungchen / awesome-tiny-object-detection
🕶 A curated list of Tiny Object Detection papers and related resources.
Koldim2001 / YOLO-Patch-Based-Inference
Python library for YOLO small object detection and instance segmentation
Language:Python 504WangRongsheng / BestYOLO
🌟Change the world, it will become a better place. | 以科研和竞赛为导向的最好的YOLO实践框架!
Language:Python 239fcakyon / small-object-detection-benchmark
icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
Language:Python 183shaunyuan22 / CFINet
The official implementation for ICCV'23 paper "Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning"
Language:Python 155IIM-TTIJ / MVA2023SmallObjectDetection4SpottingBirds
This is the repository with the baseline code for the "Small Object Detection Challenge for Spotting Birds" at MVA2023.
Language:Python 134vladan-stojnic / Detection-of-Small-Flying-Objects-in-UAV-Videos
Code for paper "Detection of Flying Honeybees in UAV Videos"
Language:Python 124- Language:Python 113
Official code library for SODA: A Large-scale Benchmark for Small Object Detection.
nerminsamet / ppdet
[BMVC-20] Official PyTorch implementation of PPDet.
Language:Python 98mkang315 / CST-YOLO
[ICIP'24 Lecture Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".
blood-cell-detectioncomplete-bloodcell-countcomputer-visionconvolutional-neural-networksdeep-learningdeep-neural-networksmedical-image-analysismedical-image-computingmedical-image-processingmultiscaleobject-detectionshufflenetsmall-object-detectionswin-transformertransformeryoloyolov7blood-cell-counting-datasetblood-cell-detection-datasetmedical-image-detectionLanguage:Python 72Prabhdeep1999 / uav-detection
Drone / Unmanned Aerial Vehicle (UAV) Detection is a very safety critical project. It takes in Infrared (IR) video streams and detects drones in it with high accuracy.
Language:Jupyter Notebook 57anthonyweidai / SvANet
Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"
Language:Python 55Lausen-Ng / FSANet
FSANet: Feature-and-Spatial-Aligned Network for Tiny Object Detection in Remote Sensing Images (TGRS 2022)
Language:Python 24aircraftcontext / aircraft-context-dataset
[ICCV 2021] Annotations for the Aircraft Context Dataset
Language:Python 19zRzRzRzRzRzRzR / Mult-YOLO-alogorithm-of-RoboMaster-Radar-Detection-2023
2023年西交利物浦大学动云科技GMaster战队雷达yolo小目标检测
Language:Python 18LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)
Language:Python 15irfan112 / YOLO-TLP
YOLO-TLP: detected and classified tiny objects with bounding box dimensions smaller than 15 pixels, outperforming other one-stage detectors. maximum resolution for target observation in real-time applications.
Language:Python 14CVML-Detection / Densely-packed-Object-Detection-via-Hard-Negative-Aware-Anchor-Attention
An official code of Densely-packed Object Detection via Hard Negative-Aware Anchor Attention in WACV2022
Language:Python 12JamesYang568 / Attention-guided-Feature-Fusion-for-Small-Object-Detection
Implementation of 'Attention-guided Feature Fusion for Small Object Detection'
Language:Python 10xixu-me / YOLO-TinyPerson
Comprehensive framework for training and evaluating YOLO models on the TinyPerson dataset for small object detection. This repository provides tools to benchmark different YOLO model versions (v8, v9, v10, v11, v12) on detecting small persons in images
Language:Python 9AirBirdsData / airbirdsdata.github.io
[ACCV 2022] AirBirds: A Large-scale Dataset for Bird Strike Prevention in Real-world Airports
Language:CSS 8danielopisani / SODA-Dataset
The SODA Dataset is a computer vision dataset containing aerial imagery of small objects captured at different altitudes. The dataset contains 829 images and 6719 object annotations.
Language:Jupyter Notebook 5- Language:Python 4
shamspias / VideoLabelMagic
Automate video data creation. Extract frames, generate annotations, export in various formats (YOLOv8, YOLO1.1). Integrate with Roboflow, CVAT. Built with Python and Streamlit.
annotation-toolartificial-intelligenceauto-annotationcomputer-visionimage-annotation-toollabeling-toolvideo-annotationyolodata-processingdataset-generationmachine-learningpythonstreamlitauto-labelingcomputer-vision-annotationimage-labeling-toolobject-detectionauto-segmentationsmall-object-detectionyolov11Language:Python 42gunsu / SPL2021-FEN
Official pytorch implementation for FEN (Feature Enhancement Network)
Language:Python 3[TASE 2024] SFCNet: Automated Non-Invasive Analysis of Motile Sperms Using Sperm Feature-Correlated Network
Language:Python 3auniquesun / AirBirds
[ACCV 2022] AirBirds: A Large-scale Dataset for Bird Strike Prevention in Real-world Airports
Language:CSS 2coderXcode / cots-deteection
This repository contains notebooks for training and testing yolov5/X and also contains visualization code.
Language:Jupyter Notebook 2mbsoroush / SmallObjectDetection
Implementation of small object detection using Detectron2 with a Faster R-CNN (ResNet-50 FPN) backbone. The project fine-tunes a COCO-pretrained model on a custom vehicle dataset.
Language:Jupyter Notebook 1mmoollllee / fiftyone-tile
Tile your highres images to squares in FiftyOne directly to train for small object detection purpose (e.g. with SAHI)
Language:Python 1milasd / MBGv2-d
MBGv2 dataset frame slicing & further YOLOv8 training experiments for Aedes aegypti breeding sites detection.
Language:ShellPE51K / archipelago-hack-2025
Archipelago 2025 hack repo: automatic recognition of objects (people) in images obtained from UAVs
Language:Jupyter NotebookRonitPG19 / Small-Object-Detection
Small Object Detection Using Satellite Images
Language:Jupyter NotebookSihabSahariar / Yolov8-SAHI-Inference
This project integrates SAHI with YOLOv8 for efficient object detection, supporting image, video, and real-time webcam feeds. By using SAHI's slicing technique, it improves detection in complex or high-resolution scenarios. Ideal for versatile object detection needs with state-of-the-art performance.
Language:Python
