Target detection data set

UAV detection data set

Rotorcraft UAV Data sets , Including all kinds of rotor drones . Label format ：YOLO and VOC Two kinds of ; It can be used for YOLO And other algorithms for the detection of unmanned aerial vehicles .classes: drone

Dataset Download ：
https://download.csdn.net/download/zhiqingAI/85162387
https://download.csdn.net/download/zhiqingAI/76952502
https://download.csdn.net/download/zhiqingAI/76953090
https://download.csdn.net/download/zhiqingAI/82638664
Darknet edition YOLOv3 The weight file of UAV recognition training ：
https://download.csdn.net/download/zhiqingAI/85541220
Darknet edition YOLOv4 The weight file of UAV recognition training ：
https://download.csdn.net/download/zhiqingAI/85541221
YOLOv5 UAV recognition weight +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85578259

Visualization of test results ：

Bird detection data set

VOC Bird detection data set , The label format is xml and txt Two kinds of , The category name is bird, The quantity is 1 More than ten thousand , It can be directly used for target detection .SSD、YOLOv3、Faster-RCNN Wait for bird detection
YOLOv3 Trained bird detection model , Include yolov3-bird.pt and yolov3_tiny-bird.pt Two trained models

Dataset Download ：
https://download.csdn.net/download/zhiqingAI/85110825
https://download.csdn.net/download/zhiqingAI/85088880
yolov3 Bird detection trained model ：
https://download.csdn.net/download/zhiqingAI/85312662
YOLOv5 Bird detection trained model ：
https://download.csdn.net/download/zhiqingAI/85319438
YOLOv5 Bird detection trained model +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85327407
Drknet edition YOLOv3 Bird recognition weight ：
https://download.csdn.net/download/zhiqingAI/85525116
Drknet edition YOLOv4 Bird recognition weight ：
https://download.csdn.net/download/zhiqingAI/85525117

YOLO detection result

YOLO detection result

YOLOv5 Bird detection +pyqt Interface display ：

Face and mask detection data set

YOLO Face detection dataset ,8000 Pictures marked on the left and right , Category is face and face_mask, The label format is xml and txt Two kinds of , Can be used directly YOLO Face detection

Dataset Download ：
https://download.csdn.net/download/zhiqingAI/83045016
yolov3 Mask detection trained model ：
https://download.csdn.net/download/zhiqingAI/85720354?spm=1001.2014.3001.5503
YOLOv5 Training models ：
https://download.csdn.net/download/zhiqingAI/85187519
YOLOv5 Mask face recognition training model +QT Interface ：
https://download.csdn.net/download/zhiqingAI/85357476
Darknet edition YOLOv3 Mask detection training weight ：
https://download.csdn.net/download/zhiqingAI/85513587
Darknet edition YOLOv4 Mask detection training weight ：
https://download.csdn.net/download/zhiqingAI/85513596

detection result

detection result

YOLOv5 Mask face detection qt Interface Visualization ：

Helmet detection data set and training weight

Helmet target detection data set , Labeled pictures , Category ：person、hat, The label formats are txt and xml There are two formats , It can be used for yolo And other algorithms for helmet detection

Dataset Download ：
https://download.csdn.net/download/zhiqingAI/76944819
https://download.csdn.net/download/zhiqingAI/76944990
YOLOv5 Training models ：
https://download.csdn.net/download/zhiqingAI/85187570
YOLOv5 Helmet detection model +QT Interface ：
https://download.csdn.net/download/zhiqingAI/85355938
Darknet edition YOLOv3 Helmet detection ：
https://download.csdn.net/download/zhiqingAI/85519761
Darknet edition YOLOv4 Helmet detection ：
https://download.csdn.net/download/zhiqingAI/85519758

detection result

detection result

YOLOv5 Helmet detection interface display ：

Helmet detection data sets and training models with different colors

YOLO Helmet detection data set ,3500 Zhang use lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Safety helmet inspection ; Rich data scenarios ; According to the color of the helmet white、red、yellow And so on 5 Category objectives
Dataset Download
YOLOv5 Different color helmet detection model
YOLOv5 Different color helmet detection model +pyqt Interface

Visualization of test results ：

Autopilot scenario KITTI Vehicle inspection data set

From autopilot KITTI Extracted from the data set , Category is car, The label format is VOC and YOLO Two formats , namely xml and txt Label file , The quantity is close 1 Thousands of copies , It can be used for YOLO Vehicle detection algorithm

Dataset Download ：
https://download.csdn.net/download/zhiqingAI/85208797
YOLOv3 Traffic scene vehicle detection training model ：
https://download.csdn.net/download/zhiqingAI/85438493
YOLOv5 Traffic scene vehicle detection training model +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85439348
YOLOv5 Traffic scene vehicle detection training model ：
https://download.csdn.net/download/zhiqingAI/85583937
Darknet Version traffic scene YOLOv4 Vehicle recognition training weight ：
https://download.csdn.net/download/zhiqingAI/85532625
Darknet Version traffic scene YOLOv3 Vehicle recognition training weight ：
https://download.csdn.net/download/zhiqingAI/85532614

Sample dataset ：



Visualization of test results +pyQT Interface ：

Flame detection data set and training model

YOLOv5 Trained flame detection model , And includes 2000 Zhang labeled flame and smoke data set , The label format is xml and txt Two kinds of , The category name is fire,
Yes QT Interface
use pytrch frame , The code is python Of

YOLOv3 Flame recognition training model ：
https://download.csdn.net/download/zhiqingAI/85438269
yolov5 Flame recognition training model + Data sets ：
https://download.csdn.net/download/zhiqingAI/85345146
YOLOv5 Trained models +pyqt Interface
https://download.csdn.net/download/zhiqingAI/85336063
Darknet edition YOLOv3 Fire detection training model ：
https://download.csdn.net/download/zhiqingAI/85527998
Darknet edition YOLOv4 Fire detection training model ：
https://download.csdn.net/download/zhiqingAI/85527988

YOLOv5 Flame detection qt Interface display ：

Smoke recognition data sets and models

YOLOv5 Trained smoke detection model , And includes 4500 Multiple labeled smoke data sets , The label format is xml and txt Two kinds of , The category name is smoke,pytrch frame ,python Code
yolov3 Smoke recognition model + Data sets ：
https://download.csdn.net/download/zhiqingAI/85405728
YOLOv5 Smoke detection model + Data sets ：
https://download.csdn.net/download/zhiqingAI/85346790
YOLOv5 Smoke detection model + Data sets +pyqt Interface ：

Smoke detection results ：

Flame and smoke detection data set

1、YOLOv3 Trained flame smoke detection model , Include yolov3-fire_smoke.pt and yolov3_tiny-fire_smoke.pt Two trained models , It contains hundreds of labeled flame and smoke data sets , The label format is xml and txt Two kinds of , The category name is fire and smoke,
2、 use pytrch frame , The code is python Of
3、YOLOv5 Trained flame smoke detection model , Include yolov5s-fire_smoke.pt and yolov5m-fire_smoke.pt Two trained models
4、 Yes QT Interface and instructions
5、 Fire smoke data set download

YOLOv3 Trained models + Data sets ：
https://download.csdn.net/download/zhiqingAI/85308784
yolov5 Trained models + Data sets ：
https://download.csdn.net/download/zhiqingAI/85310143
yolov5 Trained models +pyqt Interface + Data sets ：
https://download.csdn.net/download/zhiqingAI/85310289
Darknet edition YOLOv3 Trained weights for flame and smoke detection ：
https://download.csdn.net/download/zhiqingAI/85541226
Darknet edition YOLOv4 Trained weights for flame and smoke detection ：
https://download.csdn.net/download/zhiqingAI/85541231

detection result ：

YOLO detection result

YOLO detection result

pyqt Interface display ：

Smoking behavior detection data set training model

YOLOV5 Smoking behavior test ,5000 Use multiple sheets lableimg Software labeling software labeled smoking data , The format of the picture is jpg, There are two kinds of labels , Respectively xml Format and txt Format , The category name is smoke;

Smoking data set download ：
https://download.csdn.net/download/zhiqingAI/85360534
YOLOv5 Smoking behavior detection training model +QT Interface ：
https://download.csdn.net/download/zhiqingAI/85363304
YOLOv5 Smoking behavior detection training model ：
https://download.csdn.net/download/zhiqingAI/85548048
YOLOv3 Smoking detection training model ：
https://download.csdn.net/download/zhiqingAI/85374868
Darknet edition YOLOv3 The weight of smoking detection training ：
https://download.csdn.net/download/zhiqingAI/85541193
Darknet edition YOLOv4 The weight of smoking detection training ：
https://download.csdn.net/download/zhiqingAI/85541187

Visualization of test results ：

Pedestrian detection data set

YOLOV5 Pedestrian detection , It contains various training curves , And include data sets , Use lableimg Software labeling software labeled pedestrian data , The format of the picture is jpg, There are two kinds of labels , Respectively xml Format and txt Format , Can be used directly YOLO Series of pedestrian detection
pyqt Interface can Test pictures 、 Video and call camera , There are corresponding options , use pytrch frame ,python Code

Data sets ：
https://download.csdn.net/download/zhiqingAI/85072488
https://download.csdn.net/download/zhiqingAI/85074439
https://download.csdn.net/download/zhiqingAI/85026343?spm=1001.2014.3001.5503
YOLOv5 Pedestrian detection training model :
https://download.csdn.net/download/zhiqingAI/86002971
YOLOv5 Pedestrian detection training model +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85436181

detection result QT Interface display ：

Pedestrian vehicle detection data set

yolo Vehicle pedestrian detection , Trained vehicle pedestrian detection weight , Yes pyqt Interface , The target category is person and car common 2 Categories , Thousands of pedestrian and vehicle detection data sets , The label format is txt and xml Two kinds of , Save in two folders respectively
pyqt Interface can Test pictures 、 Video and call camera , There are corresponding options
use pytrch frame ,python Code

Traffic scene pedestrian vehicle detection data set
YOLOv3 Vehicle pedestrian detection training weight ：
https://download.csdn.net/download/zhiqingAI/85464804
YOLOv5 Vehicle pedestrian detection training weight ：
https://download.csdn.net/download/zhiqingAI/85468190
YOLOv5 Vehicle pedestrian detection training weight +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85455893

Visualization of test results

Cat and dog testing

YOLO Cat and dog detection training model , Cat and dog detection weight , From the training of more than 10000 cat and dog detection data sets ; And includes 10000 Multiple labeled cat and dog detection data sets , The label format is xml and txt Two kinds of , The category name is cat and dog, After configuring the environment, you can directly use .
use pytrch frame ,python Code

Cat and dog detection data set ：
https://download.csdn.net/download/zhiqingAI/85046938
YOLOv3 Cat and dog detection training weight ：
https://download.csdn.net/download/zhiqingAI/85438703
YOLOv5 Cat and dog detection training weight +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85439466
Darknet edition YOLOv4 Cat dog recognition trained weight file ：
https://download.csdn.net/download/zhiqingAI/85541214
Darknet edition YOLOv3 Cat dog recognition trained weight file ：
https://download.csdn.net/download/zhiqingAI/85541209

Visualization of test results + Interface ：

Fruit detection and fruit freshness detection

yolo Fruit testing , The weight of trained fruit detection , Yes pyqt Interface , The target category is apple、banana and orange 3 Categories , With hundreds of fruit datasets ;
pyqt Interface can Test pictures 、 Video and call camera , There are corresponding options ;
use pytrch frame ,python Code .

Fruit detection data set ：
https://download.csdn.net/download/zhiqingAI/84861657
YOLOv3 Fruit detection model ：
https://download.csdn.net/download/zhiqingAI/85446749
yolov5 Fruit detection model +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85446671
yolov5 Fruit detection model ：
https://download.csdn.net/download/zhiqingAI/85639295

Fruit freshness test data set ：
https://download.csdn.net/download/zhiqingAI/85448544
YOLOv3 Fruit freshness detection model ：
https://download.csdn.net/download/zhiqingAI/85448506
YOLOv5 Fruit freshness detection model ：
https://download.csdn.net/download/zhiqingAI/85455714
YOLOv5 Fruit freshness detection model +qt Interface ：
https://download.csdn.net/download/zhiqingAI/85448391

Visualization of test results + Interface ：

Visualization of fruit freshness test results ：

Vehicle detection data set

Car data set 1 ：https://download.csdn.net/download/zhiqingAI/85088944
Class alias ：car
VOCtrainva2012 Data sets Extract to obtain , Label category ：txt and xml Two kinds of

Car data set II ：
https://download.csdn.net/download/zhiqingAI/85072478
1、 Vehicle data set , Contains vehicle data sets for day and night , It also contains pictures of the overlooking scene , All have been marked , Can be used directly YOLOv5、YOLOv3、SSD Vehicle detection
2、 The marked category is car、 There are thousands of pictures , The label format is txt and xml Two formats

Download the car target detection data set in the overhead scene
part1：https://download.csdn.net/download/zhiqingAI/85267772
part2: https://download.csdn.net/download/zhiqingAI/85267774
In two parts , For car detection , The label format is txt and xml Two kinds of
The category name is car; Number ：4090
from Visdrones The data set is extracted

Tricycle target detection data set in overhead scene :
https://download.csdn.net/download/zhiqingAI/85263256
1、 Tricycle target detection data set in overhead scene , Used for tricycle detection , The label format is txt and xml Two kinds of . It can be used for YOLO Tricycle inspection
2、 A category , The category name is tricycle
3、 Number ：2270
4、 from Visdrones The data set is extracted

Bicycle target detection data set in overhead scene :
https://download.csdn.net/download/zhiqingAI/85263208
1、 Bicycle target detection data set in overhead scene , For bicycle detection , The label format is txt and xml Two kinds of . It can be used for YOLO Bicycle detection
2、 A category , The category name is bicycle
3、 Number ：3496
4、 from Visdrones The data set is extracted

Normal view bicycle detection data set ：
https://download.csdn.net/download/zhiqingAI/85088857
yolo Bicycle detection data set , Class alias ：bicycle; VOCtrainva2012 Data sets Extract to obtain , Label category ：txt and xml Two kinds of

Bus detection data set in visual scene ：
https://download.csdn.net/download/zhiqingAI/85250031
1、 Bus target detection data set in overhead scene , For bus detection , The label format is txt and xml Two kinds of . It can be used for YOLO Bus detection
2、 A category , The category name is bus
3、 Number ：2992
4、 from Visdrones The data set is extracted

Bus detection data set under normal perspective ：
https://download.csdn.net/download/zhiqingAI/85088924
Bus detection data set , Class alias ：bus; VOCtrainva2012 Data sets Extract to obtain , Label category ：txt and xml Two kinds of

Vehicle three category detection data set ：
https://download.csdn.net/download/zhiqingAI/85119462
Category is car、bus、truck Three categories , Each picture contains multiple categories , Marked together , Label format I txt and xml Two kinds of , Can be used directly YOLO Vehicle detection, etc , There are thousands of pieces

YOLO Vehicle detection four category data set ：
train_dataset:https://download.csdn.net/download/zhiqingAI/84440232
val_dataset:https://download.csdn.net/download/zhiqingAI/84439210
1、 Vehicle target detection , Including training sets train-dataset13339 Zhang he val-dataset7183 Zhang
2、calsses: car,van,others,bus There are four categories
3、 Label format ;txt and xml Two formats

Pedestrian fall detection

yolo Pedestrian fall detection I ：
1、 The trained pedestrian fall detection weight and PR curve ,loss Curves and so on ,map reach 90% many , The weight obtained by training in the pedestrian fall data set , The target category is fall common 1 Categories , Attached 1000 Multiple pedestrian fall data sets , The label format is txt and xml Two kinds of , Save in two folders respectively
2、 use pytrch frame ,python Code , You can talk to YOLOv5 Share an environment , After configuring the environment, you can load the trained model and test it directly , The results of

Fall detection data set download ：
https://download.csdn.net/download/zhiqingAI/84587834
Fall detection data set 2 download ：
https://download.csdn.net/download/zhiqingAI/85052438
YOLOv3 Fell to the detection data set ：
https://download.csdn.net/download/zhiqingAI/85474854
YOLOv5 Fell to the detection data set ：
https://download.csdn.net/download/zhiqingAI/85490729
YOLOv5 Fell to the detection data set +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85490824

Visualization of test results ：

YOLO Pedestrian fall detection II ：
1、YOLO Pedestrian fall detection data set ,7500 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOL Pedestrian recognition of falling , It can distinguish and recognize falling pedestrians and normal pedestrians , Rich data scenarios , The category is called fall fall And normal pedestrians person, There are two categories
2、 Number ：7500
3、 Dataset Download

Visdrone Data sets and training weights

Visdrone Data sets YOLOv5 stay Visdrone Training results on the dataset ： Including trained YOLOv5s and yolov5m Two models ; Contains various training curves and test videos , Attached yolov5-5.0 Code for , After configuring the environment, you can directly run . It can be used to detect and recognize vehicles, pedestrians and other targets in the perspective of UAV or overhead view

YOLOv5 stay Visdrone Training results on the dataset ：
https://download.csdn.net/download/zhiqingAI/76942731
YOLOv3 stay Visdrone Dataset training weights ：
https://download.csdn.net/download/zhiqingAI/76954356
YOLOv5 stay Visdrone Training weights on data sets +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85594218

Visualization of test results ：

Deepsort-yolov5 Pedestrian detection and tracking

• yolov5-deepsort Pedestrian detection and tracking , contain YOLOv5 Trained pedestrian detection weights and various training curves , The target category is person
• It can generate pedestrian trajectory
• deepsort-yolov5 Pedestrian tracking code and training model

Visualization of tracking results ：

YOLOv5-deepsort Algorithm visdrone Vehicle visual tracking

• yolov5-deepsort Looking down at the scene visdrone Data vehicle detection and tracking , contain YOLOv5 Well trained visdrone Data set weights and various training curves

• It can generate target motion trajectory
• pytorch frame ,python Code
• yolov5-deepsort Looking down at the scene visdrone Data vehicle detection and tracking code and model
  

Tower insulator detection

near 1000 Tension tower insulator data set ,classes: Insulator ;txt and xml Format label

Tower insulator data set download ：
https://download.csdn.net/download/zhiqingAI/76958523
YOLOv3 Trained model of tower insulator ：
https://download.csdn.net/download/zhiqingAI/76958902
YOLOv5 Insulator detection training weight +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85594454

Visualization of test results ：

Damaged insulator detection data set and training model

YOLO Broken insulator detection data set ,500 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Series insulator defect target detection ; Rich data scenarios ; Category is break_insulator There is one category goal ;
Dataset Download
YOLOv5 Broken insulator detection model
YOLOv5 Broken insulator detection model +pyqt Interface

Visualization of test results ：

Elevator battery car detection data set

Elevator battery car data set , Include person、motorcycle、bicycle Three categories , The label is txt and xml Two kinds of , It can be used for battery car target detection in elevator room
Dataset Download ：
https://download.csdn.net/download/zhiqingAI/85013248

Aircraft target detection data set

Aircraft target detection yolov5 Aircraft detection data set , Class alias ：aeroplane ; VOCtrainva2012 Data sets Extract to obtain , Label category ：txt and xml Two kinds of
Dataset Download ：
https://download.csdn.net/download/zhiqingAI/85088451

Two dimensional code target detection data set

YOLO Two dimensional code target detection data set , near 2300 Use multiple sheets lableimg Annotate the data of the real scene marked by the software , The format of the picture is jpg, There are two kinds of labels , Respectively xml Format and txt Format , Save in two folders respectively , Can be used directly YOLO A series of two-dimensional code target detection ; The target class alias is QR_code, Rich data scenarios , Most pictures contain multiple QR code targets
QR code target detection data set download ：https://download.csdn.net/download/zhiqingAI/85580590
YOLOv5 QR code detection weight ：
https://download.csdn.net/download/zhiqingAI/85597729
YOLOv5 QR code detection weight +pyqt Interface ：
https://download.csdn.net/download/zhiqingAI/85597719

Sample dataset ：

Visualization of test results ：

Flower detection data set

YOLO Flower detection data set , Use lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Series of flower target detection ; Rich data scenarios ; Including peach blossom 、 There are three categories of pear flowers and roses
Dataset Download ：https://download.csdn.net/download/zhiqingAI/85586837
YOLOv5 Flower recognition training model
YOLOv5 Flower recognition training model +pyqt Interface

Visualization of test results ：

Infrared ship target detection data set

YOLO Infrared ship target detection data set ,6000 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Series of infrared ship target detection ; Rich data scenarios ; Category is liner、sailboat、warship、canoe、bulk carrier、container ship、fishing boat Seven category goals
Dataset Download ：https://download.csdn.net/download/zhiqingAI/85586424

YOLO Insect detection data set

YOLO Insect detection data set ,1000 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO A series of insect target detection ; Rich data scenarios ; Including butterflies 、 grasshopper 、 Cockroaches, etc 5 Grow insects
Dataset Download ：https://download.csdn.net/download/zhiqingAI/85586135

Tomato detection data set and training model

Tomato detection data set , Each picture has multiple tomato targets , near 1000 Zhang use lableimg Software labeling software labeled data , The format of the picture is jpg, There are two kinds of labels , Respectively xml Format and txt Format , Save in two folders respectively , Can be used directly YOLO Series of tomato detection ; The target class alias is tomato
Dataset Download ：https://download.csdn.net/download/zhiqingAI/85560729
YOLOv5 Tomato detection training model +pyqt Interface ：https://download.csdn.net/download/zhiqingAI/85597850

YOLOv5 Tomato detection training model ：
https://download.csdn.net/download/zhiqingAI/85597851

Visualization of test results ：

Road traffic sign detection data set

YOLO Road traffic sign detection data set 1 , near 900 Zhang use lableimg The software labels the data of the real scene marked by the software , The format of the picture is png, There are two kinds of labels , Respectively xml Format and txt Format , Save in two folders respectively , Can be used directly YOLO Series of road traffic sign detection ; The target class alias is trafficlight;speedlimit;crosswalk;stop There are four categories
As soon as the data set is downloaded ：https://download.csdn.net/download/zhiqingAI/85572164
Data set 2 download ：https://download.csdn.net/download/zhiqingAI/85052588
yolov5 Road traffic sign detection training model
yolov5 Road traffic sign detection training model +pyqt Interface

Visualization of test results ：

YOLO Traffic sign detection data set II , More than 10000 pieces are used lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Traffic sign recognition , Rich data scenarios , Put traffic signs ( Excluding traffic lights ) Divided into warning signs 、 Prohibition Sign 、 There are two signs in total 4 class , The corresponding English class alias is warn_sign、ban_sign、guide_sign、wayfinding_sign.
Number ：15000
Dataset Download
YOLOv5 Traffic sign recognition training weight
YOLOv5 Traffic sign recognition training weight +pyqt Interface

Sample dataset ：

Visualization of test results ：
blog.csdnimg.cn/9a1a8438e97f42319c6eefeb867e56d3.jpeg#pic_center)

Road damage detection data set

1、YOLO Road damage detection data set ,7000 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOL Road damage identification , Category is D40、D44、D0、D20、D01、D11、D10、D50、D43、D0w0
2、 Number ：7000
3、 Dataset Download

Underwater target recognition data set

YOLO Underwater target detection data set , In two parts ,7000 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO A series of underwater products target detection ; Rich data scenarios ; Category is starfish、holothurian、echinus、scallop、waterweeds 5 Aquatic product category targets
Dataset Download :
part1:https://download.csdn.net/download/zhiqingAI/85613308
part2: https://download.csdn.net/download/zhiqingAI/85613313

Automobile tire inspection data set

Vehicle tire detection data set , Hundreds of sheets are used lableimg Labeling software , Labeled high-quality image data , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Series of tire inspection ; Category is tire
Dataset Download

Call detection data set

VOC Call detection data set , near 1000 Zhang use lableimg Labeling software , Labeled high-quality image data , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Series of call detection ; Category is phone;
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YOLOv5 Automobile tire detection training model
YOLOv5 Automobile tire detection training model +pyqt Interface

Visualization of test results ：

Play with mobile phone recognition data sets and training models

1、YOLO Play mobile detection data set ,7500 Use multiple sheets lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Can be used directly YOLO Identification of mobile phone playing behavior , Rich data scenarios , The category name is play_phone
2、 Number ：7500
3、 Dataset Download
4、YOLOv5 Play mobile phone detection training model
5、YOLOv5 Play mobile phone detection training model +pyqt Interface

Visualization of test results ：

Marine underwater garbage detection data set

VOC Underwater waste detection data set , Thousands of pieces are used lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , Images containing many different types of marine debris ; Rich data scenarios ; Category is metal、wood、platstic、rubber、cloth And so on
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The airport X Light security lighter identification data set

X Light security lighter detection data set , Use lableimg Labeling software , Annotated high-quality image data of real scenes , The format of the picture is jpg, There are two kinds of labels , Respectively VOC Format and yolo Format , Save in two folders respectively , The category is lighter lighter
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Rebar test data set

Rebar test data set , Category is rebar, The label is txt and xml Two formats , be used for YOLO Reinforcement inspection
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Bridge road crack detection data set

1、 Bridge crack detection data set
2、 Bridge crack image data set , contain VOC Format labels and YOLO Format label , Save in two folders respectively , High quality pictures , Use labelimg Fine annotation , Can be used directly YOLO Algorithmic path 、 Bridge crack detection
3、1600 Multiple images
4、 Dataset Download

Sample dataset ：

To be updated ……