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Human body analysis privatization deployment package
The human body privatization model can provide human body key point recognition, human body detection and attribute analysis, traffic statistics, hand key point and gesture recognition, driving behavior analysis, dangerous behavior analysis and other functions. The model package supports mainstream GPU environment and localization system deployment, and can be deployed to local physical machines, local virtual machines and virtual machine servers with one click to ensure data privacy and security.
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The human body team won the prize in the 2021 UG2+Fog Detection Competition held at the International Conference on Computer Vision and Pattern Recognition the first
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Application case
Characteristic advantages
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Function introduction
Human body key point recognition
Accurate positioning of 21 key points of the human body, including the head, neck, limbs and other major joint parts, and the ability to quickly identify the human body and return coordinate information in complex scenes (such as: back, side, mid low altitude oblique shot, big movements). It supports multi body detection, with no limit to the number of human bodies in a single picture, and adapts to mild occlusion and truncation of human bodies.
Human body detection and attribute recognition
Detects all human bodies in the image and returns the rectangular box position of each human body, and can quickly identify a variety of human attribute information, including gender, age stage, body orientation, clothing, wearing hats, backpacks, smoking, using mobile phones, etc; It is mainly applicable to the monitoring scene of low and medium altitude oblique shooting angle.
People flow statistics
Static quantity statistics or dynamic track tracking can be performed on the human body in the captured picture. Among them, static statistics is applicable to low altitude aerial shooting scenes. It can quickly count the instantaneous number of people without face or full body photos, and is widely used in crowded scenes. Dynamic trajectory tracking is mainly applied to the entrance and exit, judging the behavior of the entrance and exit area according to the target trajectory, returning the coordinates and ID of the human frame, and outputting the rendering result.
Hand Key and Gesture Recognition
Accurately locate 21 key points and 4 auxiliary key points of the hand, and return coordinate information. It can detect all hands in the picture and recognize 24 common gestures, such as fists, likes, numbers, etc. Support various shooting angles such as self taking and others' shooting.
Driving behavior analysis
Precisely locate the driver's coordinates in the vehicle scene and return the position parameters, which can support recognition in the night infrared monitoring mode. It can accurately identify the driver's attribute behaviors, including nine typical behaviors such as using mobile phones, smoking, not wearing seat belts, leaving the steering wheel with both hands, not looking forward, and closing eyes.
Analysis of dangerous behaviors
Support the identification of dangerous behaviors in single or double person scenes, including emotional behaviors such as people, smashing things, pushing, kicking, punching, and violent cuddling. It is widely used in video surveillance, elderly care and other scenes.
Application case
Passenger flow statistics
security management
Fitness and entertainment
Passenger flow statistics
The passenger flow statistics scheme mainly includes dynamic passenger flow statistics scenarios and static passenger flow statistics scenarios. Among them, the dynamic passenger flow statistics scenarios include but are not limited to the statistics of the passenger flow in and out of the platform, the statistics of the number of gate ticket checking passengers, and the daily passenger flow statistics of the supermarket/scenic spot/bank. Static passenger flow statistics scenarios include but are not limited to crowd density statistics, regional thermal analysis, regional personnel saturation prevention and control, etc. in fixed places such as exhibition halls/airports/stations. This scheme can effectively monitor the passenger flow and the population density in the designated area, judge the customer preference and the regional/vehicle load, and optimize relevant operation strategies in time. At the same time, early warning diversion or flow restriction treatment can be carried out for places with excessive crowd density to reduce potential safety hazards.
Cooperation cases
Characteristic advantages
Data privacy and security
The human body privatization model can be deployed to a local server, and data storage and processing are carried out in the enterprise intranet, without uploading to a third party, to ensure the privacy and security of the enterprise's core production data.
Millisecond response
The human body privatization model supports the management and retrieval of tens of millions of base databases, and can realize millisecond level response and recognition. It can achieve high throughput and low latency under high concurrency to ensure normal business operation.
Leading recognition effect
The recognition effect of each functional interface in the human body privatization model is leading the industry, and has won the authoritative certification of the industry, and won international awards for many times. Among them, the human body detection function won the first place in the CVPR21 UG2+fog detection competition.
Professional after-sales service
The privatization team of the human body can provide complete after-sales service support to ensure a 7 * 24 hour response to user needs. In case of technical accidents, the emergency response team will investigate and solve them in time to reduce the impact of accidents and ensure the normal operation of customers' main business.
Localized adaptation
The privatization model of human body can be operated in mainstream GPU environment and domestic system. Among them, the CPU supports versions with performance above 2.3 GHz, and the GPU supports P4/T4/RTX/GTX systems and domestic video cards.
Convenient and flexible deployment
The human body privatization model supports one click deployment to local physical machines, local virtual machines, and virtual machine servers, and the deployment service can be completed in half an hour at the earliest. Update authentication services can be provided in a timely manner according to business needs.
product price
Price of pure software version
Normal Edition
Single model function
Remote Assistance Deployment
Basic parameter commissioning
24h online customer service response
First year free maintenance
Business consulting
Advanced Edition
Single model function
Multi model combination function
Expert on-site deployment
Basic parameter commissioning
24h online customer service response
First year free maintenance
Senior technical expert consultant
Bidding services
Bottom layer parameter tuning
Business consulting
Ultimate
Single model function
Multi model combination function
More advanced customization functions
Expert on-site deployment
Basic parameter commissioning
24h online customer service response
First year free maintenance
Senior technical expert consultant
Bidding services
Bottom layer parameter optimization
Customized model training
Business consulting
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Vehicle analysis
Accurately identify the vehicle related information in the image, and provide the capabilities of vehicle type identification, vehicle detection, traffic flow statistics, vehicle attribute identification, vehicle appearance damage identification, vehicle background segmentation, etc
Video monitoring development platform
Preset rich AI skill models, such as electronic fence, fireworks detection, helmet detection, off-duty/sleeping detection, zero algorithm threshold, and quickly build a multi-channel intelligent video monitoring system
Face recognition privatization deployment scheme
Pure software services that can be deployed to local servers, provide basic functions such as face detection, face comparison, face search, and live detection, and support a million level super large face database
Character recognition privatization deployment scheme
Deploy the application character recognition service in the VPC environment, support various models such as common scenarios, cards, bills, iOCR, and provide two privatization solutions, namely, software deployment package and all-in-one machine
Specific production safety analysis box
Based on Baidu self-developed hardware, make full use of existing cameras, preset helmet wearing detection/fireworks detection/electronic fence and other skills, plug and play, support access to 4-16 cameras
Technical capability
Voice technology
Character recognition
Face and Human Body
Image technology
Language and knowledge
video technique
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Scenario application
Cooperation consulting
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