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Topic: "small-object-detection"

obss/sahi

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

Language: Python - Size: 85 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 4,461 - Forks: 640

kuanhungchen/awesome-tiny-object-detection

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

Size: 198 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,553 - Forks: 211

Koldim2001/YOLO-Patch-Based-Inference

Python library for YOLO small object detection and instance segmentation

Language: Python - Size: 355 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 412 - Forks: 23

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: 1 day ago - Pushed at: 7 months ago - Stars: 233 - Forks: 36

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: 9 days ago - Pushed at: 3 months ago - Stars: 172 - Forks: 25

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: 10 days ago - Pushed at: 9 months ago - Stars: 144 - Forks: 8

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: 8 months ago - Stars: 104 - Forks: 4

shaunyuan22/SODA

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

Size: 26.1 MB - Last synced at: about 16 hours ago - Pushed at: about 2 months ago - Stars: 101 - Forks: 1

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: 12 months ago - Pushed at: over 1 year ago - Stars: 96 - Forks: 13

nerminsamet/ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

Language: Python - Size: 1.29 MB - Last synced at: over 1 year ago - Pushed at: over 4 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: almost 2 years ago - Pushed at: over 3 years ago - Stars: 80 - Forks: 19

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: 1.75 MB - Last synced at: about 11 hours ago - Pushed at: 3 months ago - Stars: 63 - Forks: 17

anthonyweidai/SvANet

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

Language: Python - Size: 7.24 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 47 - Forks: 2

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: 11 months ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 0

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: 6 days ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 1

aircraftcontext/aircraft-context-dataset

Annotations for the Aircraft Context Dataset

Language: Python - Size: 8.39 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 15 - 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: 11 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 3

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: 8 months ago - Pushed at: 8 months ago - Stars: 8 - Forks: 0

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: about 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

2gunsu/SPL2021-FEN

Official pytorch implementation for FEN (Feature Enhancement Network)

Language: Python - Size: 2.07 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

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: 7 months ago - Pushed at: 7 months ago - Stars: 2 - 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

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: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - 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: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

nalemadi/VME_CDSI_dataset_benchmark

Language: Python - Size: 9.34 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

Senja20/tdt17-mini-project

Mini project in the module TDT17 for object detection 😎

Language: Jupyter Notebook - Size: 38 MB - Last synced at: 5 months ago - Pushed at: 5 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: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

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: about 1 year ago - Stars: 0 - 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: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

tamada/fritter

Small object programming/Object-oriented programming exercise checker.

Language: Java - Size: 505 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Related Topics
object-detection 18 deep-learning 9 computer-vision 9 pytorch 7 tiny-object-detection 4 dataset 4 sahi 4 python 4 remote-sensing 3 yolov5 3 machine-learning 3 yolov8 3 attention-mechanism 3 yolo 3 benchmark 2 medical-image-analysis 2 yolo11 2 yolov7 2 coco 2 robotics 2 flying-objects 2 yolov11 2 sod 2 feature-fusion 2 mmdetection 2 uav 2 detection 2 artificial-intelligence 2 oriented-object-detection 1 merge 1 data-processing 1 satellite 1 tiling 1 fcos 1 icip2022 1 tood 1 vfnet 1 visdrone 1 xview 1 dataset-generation 1 image-annotation-tool 1 image-labeling-tool 1 labeling-tool 1 streamlit 1 video-annotation 1 drone-object-detection 1 yolowithsahi 1 robomaster 1 machine-vision 1 cfinet 1 explainable-ai 1 fiftyone 1 huggingface 1 instance-segmentation 1 large-image 1 resnet 1 tfjs 1 blood-cell-counting-dataset 1 blood-cell-detection 1 blood-cell-detection-dataset 1 complete-bloodcell-count 1 convolutional-neural-networks 1 deep-neural-networks 1 medical-image-computing 1 medical-image-detection 1 medical-image-processing 1 multiscale 1 shufflenet 1 swin-transformer 1 transformer 1 aircraft 1 airplane 1 classification 1 computer-vison 1 semantic-segmentation 1 aerial-imagery 1 aerial-images 1 ai 1 fastsam 1 inference 1 non-maximum-suppression 1 patch-based 1 patch-based-inference 1 patch-inference 1 patchify 1 pip-package 1 pypi-package 1 rtdetr 1 slicing-inference 1 yolov8-seg 1 yolov9 1 code-quality-analyzer 1 java-11 1 object-oriented-programming 1 pyqt5 1 bmvc 1 moving-object-detection 1 synthetic-honeybees 1 tensorflow 1 uav-videos 1