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GitHub topics: small-object-detection

mkang315/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".

Language: Python - Size: 1.63 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 66 - Forks: 18

obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Language: Python - Size: 102 MB - Last synced at: 10 days ago - Pushed at: 22 days ago - Stars: 4,561 - Forks: 654

xixu-me/YOLO-TinyPerson

A 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 - Size: 9.83 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 0

Koldim2001/YOLO-Patch-Based-Inference

Python library for YOLO small object detection and instance segmentation

Language: Python - Size: 355 MB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 432 - Forks: 23

kuanhungchen/awesome-tiny-object-detection

🕶 A curated list of Tiny Object Detection papers and related resources.

Size: 198 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 1,559 - Forks: 209

fcakyon/small-object-detection-benchmark

icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors

Language: Python - Size: 109 KB - Last synced at: 13 days ago - Pushed at: 5 months ago - Stars: 176 - Forks: 24

aircraftcontext/aircraft-context-dataset

[ICCV 2021] Annotations for the Aircraft Context Dataset

Language: Python - Size: 8.39 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 0

xuxw98/DSPDet3D

[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning

Language: Python - Size: 123 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 107 - Forks: 4

WangRongsheng/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 - Size: 53.8 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 233 - Forks: 36

zRzRzRzRzRzRzR/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 - Size: 6 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 1

shaunyuan22/CFINet

The official implementation for ICCV'23 paper "Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning"

Language: Python - Size: 15 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 144 - Forks: 8

shaunyuan22/SODA

Official code library for SODA: A Large-scale Benchmark for Small Object Detection.

Size: 26.1 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 101 - Forks: 1

nalemadi/VME_CDSI_dataset_benchmark

Language: Python - Size: 9.34 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

anthonyweidai/SvANet

Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"

Language: Python - Size: 7.24 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 47 - Forks: 2

danielopisani/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 - Size: 43 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0

Senja20/tdt17-mini-project

Mini project in the module TDT17 for object detection 😎

Language: Jupyter Notebook - Size: 38 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SihabSahariar/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 - Size: 5.86 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 79.1 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

anthonyweidai/SFCNet

Official implementation of "Automated Non-Invasive Analysis of Motile Sperms Using Sperm Feature-Correlated Network".

Language: Python - Size: 2.36 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

AirBirdsData/airbirdsdata.github.io

[ACCV 2022] AirBirds: A Large-scale Dataset for Bird Strike Prevention in Real-world Airports

Language: CSS - Size: 2.07 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 0

Lausen-Ng/FSANet

FSANet: Feature-and-Spatial-Aligned Network for Tiny Object Detection in Remote Sensing Images (TGRS 2022)

Language: Python - Size: 9 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 0

Lausen-Ng/LR-TSDet

LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)

Language: Python - Size: 7.53 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3

margolek/summer-practise-2021

System for detecting product defects from the production line based on digital image processing using neural networks

Language: HTML - Size: 27.8 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

IIM-TTIJ/MVA2023SmallObjectDetection4SpottingBirds

This is the repository with the baseline code for the "Small Object Detection Challenge for Spotting Birds" at MVA2023.

Language: Python - Size: 3.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 96 - Forks: 13

JamesYang568/F-YOLO

Code of 'F-YOLO: Delving into Fuzzy YOLO for Improved Traffic Object Detection'

Language: Python - Size: 2.44 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

JamesYang568/Attention-guided-Feature-Fusion-for-Small-Object-Detection

Code of 'Attention-guided Feature Fusion for Small Object Detection'

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

2gunsu/SPL2021-FEN

Official pytorch implementation for FEN (Feature Enhancement Network)

Language: Python - Size: 2.07 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

coderXcode/cots-deteection

This repository contains notebooks for training and testing yolov5/X and also contains visualization code.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Angelina8120/Low-light-Small-SOD-baseline

A new low light small SOD dataset and a baseline for low light small SOD

Language: MATLAB - Size: 3.35 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

nerminsamet/ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

Language: Python - Size: 1.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 96 - Forks: 19

vladan-stojnic/Detection-of-Small-Flying-Objects-in-UAV-Videos

Code for paper "Detection of Flying Honeybees in UAV Videos"

Language: Python - Size: 329 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 80 - Forks: 19

Prabhdeep1999/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 - Size: 60.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

tamada/fritter

Small object programming/Object-oriented programming exercise checker.

Language: Java - Size: 505 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
small-object-detection 33 object-detection 18 computer-vision 9 deep-learning 9 pytorch 7 dataset 4 yolo 4 python 4 sahi 4 tiny-object-detection 4 yolov8 4 remote-sensing 3 yolov11 3 attention-mechanism 3 yolov5 3 machine-learning 3 uav 2 yolo11 2 detection 2 robotics 2 yolov9 2 mmdetection 2 sod 2 artificial-intelligence 2 feature-fusion 2 coco 2 yolov7 2 flying-objects 2 benchmark 2 medical-image-analysis 2 low-light-image 1 real-world 1 image-dataset 1 automation 1 micromanipulation 1 bird-detection-dataset 1 segmention 1 bird-detection 1 tracking 1 sperm-quality 1 sperm 1 sperm-detection 1 multi-scale-features 1 small-object-segmentation 1 vision-transformer 1 aerial-imagery 1 aerial-images 1 ai 1 machine-vision 1 drone-object-detection 1 yolowithsahi 1 annotation-tool 1 auto-annotation 1 auto-labeling 1 auto-segmentation 1 computer-vision-annotation 1 data-processing 1 dataset-generation 1 image-annotation-tool 1 image-labeling-tool 1 labeling-tool 1 streamlit 1 video-annotation 1 salient-object-detection 1 bmvc 1 bmvc20 1 fpn 1 noise-reduction 1 pooling 1 top-down 1 keras 1 keras-tensorflow 1 moving-object-detection 1 synthetic-honeybees 1 tensorflow 1 uav-videos 1 drone-detection 1 jetson-tx2 1 uav-detection 1 code-quality-analyzer 1 java-11 1 object-oriented-programming 1 real-world-airports 1 opencv 1 python3 1 rcnn-model 1 competition 1 drone 1 mva 1 mva2023 1 fuzzy-attention 1 fuzzy-logic 1 mmyolo 1 traffic-object-detection 1 aliasing 1 feature-alignment 1 feature-enhancement 1 self-supervised-learning 1 cots 1 tracking-algorithm 1