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30results about How to "Suitable for identification" patented technology

Vision-attribute-based X-ray security inspection contraband identification method

The invention relates to the field of computer vision, and particularly relates to a vision-attribute-based X-ray security inspection contraband identification method by adopting a deep learning framework. The method comprises the following steps: 1) training samples are collected and labeled, original single-channel 16-bit high and low energy X-ray grayscale image are acquired, and through vision-attribute-based preprocessing, 16-bit three-channel color images are obtained as a data set for model training and testing; 2) the images in the training set are inputted to a network for training: adarknet network is used to extract features from the input image, a feature map is outputted, and a yolo layer is adopted to perform boundary frame prediction on the feature map at multiple scales, and after training, the model supports identification on already-labeled 12 categories of contrabands; and 3) images in a test set are inputted to the model for testing, identification results are outputted, the labeled contrabands are displayed on the input image, and according to IoU and R-P curves, mAP is calculated and obtained. Compared with the prior art, the method has the advantages of highaccuracy, high intelligence, high compatibility and the like.
Owner:TONGJI UNIV

Method for identifying heat-resistant seed setting performance of early rice at earing and flowering stages based on hour cumulative temperature

The invention relates to the technical field of agriculture and particularly relates to a method for identifying heat-resistant seed setting performance of early rice at earing and flowering stages based on hour cumulative temperature. The method comprises the specific processes of labeling big ears about to be eared at the earing and flowering stages of the early rice, carrying out treatment for 6 hours at the constant stressing temperature of 38 DEG C at the time interval of 9: 30a.m. to 15:30p.m. every day, carrying out continuous treatment for 2 to 3 days, placing the early rice under natural conditions below the temperature of 32 DEG C and above the temperature of 25 DEG C at other time intervals, taking seed setting percentage under the natural conditions as a control, and adopting relative seed setting percentage as an index of the heat-resistant seed setting performance, thereby being capable of accurately and effectively identifying and distinguishing the heat resistance difference among early-rice variety materials. The method has the beneficial effects that by adopting the constant stressing temperature of 38 DEG C, the temperature of glumous flower tissue is about 36.2 DEG C and is slightly higher than thermal-damage critical temperature, i.e., the daily maximum temperature 35 DEG C of the earing and flowering stages of rice, so that the obtained seed setting performance of stress treatment is of obvious difference from that of the control and is in line with disaster damage performance of local short-time high temperature. The method is applicable to the identification on a large number of heat-resistant variety materials.
Owner:广西壮族自治区农业科学院水稻研究所

Method for screening or identifying herbicide-resistant rice via agarose matrix

InactiveCN104542026AFast, efficient and accurate screeningFast, efficient and accurate identificationSeed and root treatmentCultivating equipmentsBiotechnologyCulture mediums
The invention discloses a method for screening or identifying herbicide-resistant rice via agarose matrix. The method for screening or identifying herbicide-resistant rice via agarose matrix comprises the following steps: soaking the seed and sprouting, preparing the culture medium, sowing, observing and counting. The method is as follows: pouring 2L of the water into the electromagnetism pot, adding 10g of agarose, stirring evenly, boiling until that the agar dissolves totally, adding the herbicide imazethapyr mother liquor, the final concentration is 0.1ml/L, shaking evenly and pouring the mixture into the flat culture dish, using after that the culture medium solidifies; marking the name of variety on the culture dish, selecting the seed with stared area for 50-55 pieces, evenly sowing the seeds on the culture medium, sowing the resistant and anti-resistant variety for two pieces for having positive and negative contrast, scribing, separating and marking; observing and counting after 3-4 days. The method can screen or identify the herbicide-resistant imazethapyr rice quickly, effectively and exactly. Very good technical means is offered for the herbicide-resistant imazethapyr rice breeding and purity identification.
Owner:天津市农作物研究所

Method and device for detecting offset of code spraying position

The invention relates to a method and a device for detecting offset of a code spraying position. The method for detecting the offset of the code spraying position comprises the following steps that more than one marker are arranged on one side of a prefabricated code spraying position of a prefabricated part; the code spraying position is adjusted to be consistent with the corresponding prefabricated code spraying position; a marking material is sprayed to the markers; a detection device analyzes the reflection of the marks, and an alarm is given out if the offset exists; and according to theoffset condition, the spraying direction of spraying heads is adjusted. The method has the beneficial effects that the markers on one side of the code spraying position of the prefabricated part havea photosensitive function, and a detection part of the detection device is used for detecting the photosensitive markers; because the markers are of circular truncated cones or conical bulges, the detection part can identify the offset direction according to the color change of photosensitive parts on the bulges, and further fine-tune the position of the spraying heads; and because the detection is carried out according to the change of the photosensitive brightness, the arrangement of bulge structure makes the difference of the photosensitive brightness more obvious and the method is more suitable for staff to identify.
Owner:HUAIAN COLLEGE OF INFORMATION TECH

A vision-attribute-based method for identifying contraband in X-ray security inspection

The invention relates to the field of computer vision, and particularly relates to a vision-attribute-based X-ray security inspection contraband identification method by adopting a deep learning framework. The method comprises the following steps: 1) training samples are collected and labeled, original single-channel 16-bit high and low energy X-ray grayscale image are acquired, and through vision-attribute-based preprocessing, 16-bit three-channel color images are obtained as a data set for model training and testing; 2) the images in the training set are inputted to a network for training: adarknet network is used to extract features from the input image, a feature map is outputted, and a yolo layer is adopted to perform boundary frame prediction on the feature map at multiple scales, and after training, the model supports identification on already-labeled 12 categories of contrabands; and 3) images in a test set are inputted to the model for testing, identification results are outputted, the labeled contrabands are displayed on the input image, and according to IoU and R-P curves, mAP is calculated and obtained. Compared with the prior art, the method has the advantages of highaccuracy, high intelligence, high compatibility and the like.
Owner:TONGJI UNIV

Multifunctional traffic signal light and control circuit and light box

The invention discloses a multifunctional traffic signal lamp, a control circuit and a lamp box. The signal lamp comprises a green lamp signal display unit composed of green light-emitting diodes, a red lamp signal display unit composed of red light-emitting diodes and a yellow lamp signal display unit composed of yellow light-emitting diodes, wherein the green lamp signal display unit, the red lamp signal display unit and the yellow lamp signal display unit are respectively provided with a prompt area for prompting in different time in a time period displayed by the corresponding display unit, and the three display units are arranged on the same LED lamp board in an overlapping mode. The control circuit is provided with a green lamp signal drive unit, a green lamp signal display and control unit, a yellow lamp signal drive unit, a yellow lamp signal display and control unit, a red lamp signal drive unit and a red lamp signal display and control unit. The lamp box is a lamp box body integrally formed by a top panel, a rear panel, a left panel and a right panel, and a bottom end cover is arranged on the bottom side of the lamp box body. The multifunctional traffic signal lamp, the control circuit and the lamp box are simple in structure and suitable for various people.
Owner:刘金龙

Chicken individual identification method based on VGG-16 convolutional neural network

InactiveCN111860132AReduce the amount of parameters and calculationsImprove classification accuracyBiometric pattern recognitionNeural architecturesFrame rateEngineering
The invention provides a chicken individual identification method based on a VGG-16 convolutional neural network. The method includes collecting home chicken shadow image data by using a mobile cameraand intercepting a video corresponding to each individual into a picture by using Open CV according to a frame rate; changing the size of the picture into 100px * 100px by using a Python PIL toolkit,adding a prefix 1 _ to an output picture of the meadow chicken; adding a prefix 2 _ to an output picture of the white feather chicken; adding a prefix 3 _ to an output picture of the green-foot partridge chicken; 80% of the obtained domestic chicken individual pictures are used as a training set; taking 15% of the training set as a test set and 5% of the training set as a test set for subsequenttests, establishing a Keras convolutional neural network model, compiling a corresponding VGG convolutional neural network, adding the training set and the test set into the neural network, performingiterative training, and performing iteration for 10000 times to obtain a weight file; inputting a picture, and predicting the domestic chicken variety according to the weight file, so that the domestic chicken detection precision is effectively improved, and the method can accurately, efficiently and robustly detect the domestic chicken variety in a complex chicken farm environment.
Owner:NORTHEAST AGRICULTURAL UNIVERSITY

A gyro flywheel pair unbalance identification method

ActiveCN107631738BImprove mass distributionReduce torque noiseStatic/dynamic balance measurementDynamic balanceFlywheel
The invention discloses a gyro flywheel couple unbalance identification method. The gyro flywheel couple unbalance identification method is used for solving problems of conventional classical influence coefficient method that a part of unsolved situations are generated, and the difference between different solutions is large. The gyro flywheel couple unbalance identification method comprises following steps: 1, couple unbalance type trial mass is added to rotor N phase positions, under an identification rotating speed, rotor heeling angle data is collected, and a heeling angle twice frequencyamplitude value phi<k> corresponding to the N phase position added trial mass is obtained; 2, the heeling angle twice frequency amplitude value phi<k> corresponding to the N phase position added trialmass, and amplitude influence coefficient method-based least square estimation algorithm or least square estimation algorithm based on amplitude value and phase impact coefficient method are adopted,and identification of gyro flywheel rotor original couple unbalance is carried out; and 3, gyro flywheel couple unbalance calibration is carried out based on the results of the gyro flywheel rotor original couple unbalance identification results. The gyro flywheel couple unbalance identification method is used in the field of rotary machine dynamic balance.
Owner:HARBIN INST OF TECH
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