small-object-detection

There are 12 repositories under small-object-detection topic.

obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
object-detection instance-segmentation computer-vision small-object-detection large-image mmdetection pytorch python yolov5 coco detectron2 deep-learning machine-learning remote-sensing huggingface fiftyone satellite tiling merge explainable-ai
Language:Python 3622
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
1407
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!
yolov5 artificial-intelligence deep-learning object-detection resnet pyqt5 tfjs small-object-detection
Language:Python 203
fcakyon / small-object-detection-benchmark
icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
benchmark coco fcos mmdetection object-detection pytorch sahi small-object-detection tood vfnet visdrone xview icip2022
Language:Python 143
shaunyuan22 / CFINet
The official implementation for ICCV'23 paper "Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning"
cfinet object-detection small-object-detection
Language:Python 99
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 drone mva object-detection pytorch small-object-detection uav mva2023
Language:Python 97
nerminsamet / ppdet
[BMVC-20] Official PyTorch implementation of PPDet.
object-detection deep-learning pytorch fpn noise-reduction small-object-detection pooling top-down bmvc bmvc20
Language:Python 97
vladan-stojnic / Detection-of-Small-Flying-Objects-in-UAV-Videos
Code for paper "Detection of Flying Honeybees in UAV Videos"
keras keras-tensorflow uav-videos synthetic-honeybees flying-objects dataset tensorflow moving-object-detection object-detection small-object-detection
Language:Python 95
shaunyuan22 / SODA
Official code library for SODA: A Large-scale Benchmark for Small Object Detection.
small-object-detection soda-benchmark
88
xuxw98 / DSPDet3D
[arXiv 2023] 3D Small Object Detection with Dynamic Spatial Pruning
3d-object-detection efficient-networks small-object-detection sparse-convolution point-cloud pruning robotics dynamic-neural-network matterport3d scannet object-detection 3d-scene-understanding point-clouds
Language:Python 82
Koldim2001 / YOLO-Patch-Based-Inference
Python library for YOLOv8 and YOLOv9 small object detection and instance segmentation
computer-vision detection inference non-maximum-suppression patchify pip-package pypi-package small-object-detection yolo yolov8 yolov8-segmentation patch-inference patched-yolov8-infer yolov9 slicing-inference fastsam rtdetr sahi
Language:Python 63
mkang315 / CST-YOLO
Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".
blood-cell-detection complete-bloodcell-count computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis medical-image-computing medical-image-processing multiscale object-detection shufflenet small-object-detection swin-transformer transformer yolo yolov7 blood-cell-counting-dataset blood-cell-detection-dataset medical-image-detection
Language:Python 33
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.
drone-detection flying-objects jetson-tx2 object-detection pytorch small-object-detection uav-detection yolov5
Language:Jupyter Notebook 28
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
Language:Python 19
Lausen-Ng / LR-TSDet
LR-TSDet: Towards Tiny Ship Detection in Low-Resolution Remote Sensing Images (Remote Sens. 2021)
small-object-detection tiny-object-detection remote-sensing deep-learning object-detection
Language:Python 14
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
Language:Python 12
aircraftcontext / aircraft-context-dataset
Annotations for the Aircraft Context Dataset
dataset aircraft uav detection classification semantic-segmentation airplane computer-vision benchmark deep-learning small-object-detection computer-vison
Language:Python 10
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
object-detection pytorch small-object-detection
Language:Python 10
AirBirdsData / airbirdsdata.github.io
[ACCV 2022] AirBirds: A Large-scale Dataset for Bird Strike Prevention in Real-world Airports
bird-detection bird-detection-dataset dataset image-dataset real-world small-object-detection tiny-object-detection real-world-airports
Language:CSS 8
JamesYang568 / Attention-guided-Feature-Fusion-for-Small-Object-Detection
Implementation of 'Attention-guided Feature Fusion for Small Object Detection'
attention-mechanism feature-alignment feature-fusion object-detection small-object-detection sod aliasing python pytorch
Language:Python 6
2gunsu / SPL2021-FEN
Official pytorch implementation for FEN (Feature Enhancement Network)
feature-enhancement small-object-detection self-supervised-learning
Language:Python 3
auniquesun / AirBirds
[ACCV 2022] AirBirds: A Large-scale Dataset for Bird Strike Prevention in Real-world Airports
bird-detection bird-detection-dataset bird-detection-in-real-airport bird-strike-prevention bird-strike-prevention-in-real-airport real-airport small-bird-detection small-object-detection tiny-object-detection
Language:CSS 2
coderXcode / cots-deteection
This repository contains notebooks for training and testing yolov5/X and also contains visualization code.
cots object-detection small-object-detection tracking-algorithm visualization yolov5 yolox-nano
Language:Jupyter Notebook 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.
aerial-imagery aerial-images ai computer-vision dataset small-object-detection
Language:Jupyter Notebook 2
JamesYang568 / F-YOLO
Code of 'F-YOLO: Delving into Fuzzy YOLO for Improved Traffic Object Detection'
feature-fusion fuzzy-logic mmyolo object-detection pytorch fuzzy-attention small-object-detection sod traffic-object-detection
Language:Python 2
anthonyweidai / SFCNet
Official implementation of "Automated Non-Invasive Analysis of Motile Sperms Using Sperm Feature-Correlated Network".
attention-mechanism automation deep-learning micromanipulation robotics segmention small-object-detection sperm sperm-detection sperm-quality tiny-object-detection tracking
Language:Python 1
margolek / summer-practise-2021
System for detecting product defects from the production line based on digital image processing using neural networks
deep-learning object-detection opencv python3 rcnn-model small-object-detection
Language:HTML 0
tamada / fritter
Small object programming/Object-oriented programming exercise checker.
java-11 code-quality-analyzer small-object-detection object-oriented-programming
Language:Java