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small-object-detection

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sahi

obss /sahi

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

python machine-learning computer-vision deep-learning satellite tiling pytorch remote-sensing coco object-detection hacktoberfest instance-segmentation explainable-ai large-image oriented-object-detection huggingface mmdetection small-object-detection fiftyone yolo11

UpdatedDec 15, 2025
Python

kuanhungchen /awesome-tiny-object-detection

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

awesome-list face-detection object-detection pedestrian-detection small-object-detection

UpdatedOct 4, 2023

Koldim2001 /YOLO-Patch-Based-Inference

Python library for YOLO small object detection and instance segmentation

computer-vision detection inference yolo sahi non-maximum-suppression pip-package pypi-package small-object-detection patch-based patchify yolov8 rtdetr fastsam yolov8-seg yolov9 patch-inference slicing-inference patch-based-inference yolo11

UpdatedMar 4, 2025
Python

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!

deep-learning pyqt5 artificial-intelligence resnet object-detection tfjs small-object-detection yolov5

UpdatedOct 1, 2024
Python

fcakyon /small-object-detection-benchmark

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

benchmark pytorch coco object-detection xview sahi visdrone mmdetection fcos small-object-detection tood vfnet icip2022

UpdatedJan 17, 2025
Python

shaunyuan22 /CFINet

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

object-detection small-object-detection cfinet

UpdatedAug 1, 2024
Python

IIM-TTIJ /MVA2023SmallObjectDetection4SpottingBirds

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

competition computer-vision uav drone pytorch object-detection mva small-object-detection mva2023

UpdatedOct 3, 2023
Python

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

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

tensorflow keras dataset object-detection keras-tensorflow moving-object-detection small-object-detection uav-videos synthetic-honeybees flying-objects

UpdatedOct 31, 2021
Python

xuxw98 /DSPDet3D

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

robotics point-cloud pruning object-detection point-clouds scannet sparse-convolution 3d-object-detection small-object-detection efficient-networks matterport3d 3d-scene-understanding dynamic-neural-network eccv2024

UpdatedAug 19, 2024
Python

shaunyuan22 /SODA

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

small-object-detection soda-benchmark

UpdatedFeb 27, 2025

nerminsamet /ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

deep-learning pytorch top-down object-detection noise-reduction pooling fpn bmvc small-object-detection bmvc20

UpdatedAug 14, 2020
Python

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".

deep-neural-networks computer-vision deep-learning transformer yolo convolutional-neural-networks object-detection medical-image-computing multiscale medical-image-processing medical-image-analysis shufflenet small-object-detection blood-cell-detection complete-bloodcell-count swin-transformer medical-image-detection yolov7 blood-cell-detection-dataset blood-cell-counting-dataset

UpdatedDec 15, 2025
Python

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.

pytorch object-detection jetson-tx2 small-object-detection yolov5 drone-detection flying-objects uav-detection

UpdatedJun 27, 2022
Jupyter Notebook

anthonyweidai /SvANet

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

computer-vision deep-learning medical-imaging attention-mechanism medical-image-analysis medical-image-segmentation small-object-detection multi-scale-features vision-transformer small-object-segmentation

UpdatedOct 11, 2025
Python

Lausen-Ng /FSANet

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

remote-sensing small-object-detection tiny-object-detection

UpdatedApr 6, 2023
Python

aircraftcontext /aircraft-context-dataset

[ICCV 2021] Annotations for the Aircraft Context Dataset

benchmark computer-vision deep-learning uav detection dataset classification airplane aircraft semantic-segmentation computer-vison small-object-detection

UpdatedMay 6, 2025
Python

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

robomaster small-object-detection yolov7 yolov8

UpdatedAug 30, 2023
Python

irfan112 /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.

surveillance yolo visdrone small-object-detection lightweight-cnn tiny-object-detection real-time-inference yolo-tlp

UpdatedOct 6, 2025
Python

Lausen-Ng /LR-TSDet

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

deep-learning remote-sensing object-detection small-object-detection tiny-object-detection

UpdatedAug 25, 2022
Python

CVML-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

pytorch object-detection small-object-detection

UpdatedJan 6, 2022
Python

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