Visual AI Solutions Case Studies - Chooch AI
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Visual AI Solutions Case Studies
Problems Solved by Visual AI
What vehicle What time was
arrived at the patient 372652
location? anesthetized?
Visual AI provides solutions
across industry verticals with
any type of imagery.
Are the workers
How many cells are
wearing their
on this slide?
hardhats?
The Value of Visual AI Platforms
Computer Vision Shortfalls
• Narrowly focused vertical applications
• Typically use 1:1 matching with specific
imagery and limited ability to integrate
• High development cost and low proof of
performance mean risk of delivery failure
Visual AI Platform
• Proven horizontal turnkey solutions at scale
• Industry-tested models, pretrained
classifications, API integration, remote edge
device updates
• Minimizes risk for integration and support
Chooch AI Dashboard
CHOOCH DASHBOARD
Train and deploy models.
Remote model management. • Training data management (if necessary)
API for systems integration.
• Dataset management
• Choice of customized or pre-trained
models
CHOOCH EDGE AI IMAGING DEVICES
• Models exported to devices in minutes
on Devices
• Video streams connection to device(s)
Inferencing, with updates Video streams, still images,
from Chooch Dashboard IR, x-ray, radar, etc. • Can deploy multiple models on the edge
• Call to action alerts via text or email
• Metadata sent to client environment
• Edge models can be updated remotely
FAST, ACCURATE
DATA GENERATION CLIENT ENVIRONMENT
Images, metadata & alerts.
Action, object and image Integrates into cloud
recognition. Text analysis. or on-premise
facial authentication.
Safety & Security Solutions
Public Health Monitoring
Aids public and private entities in monitoring well-being. Detects
coughs and ensures that masks are worn during epidemics.
Integrates with video management systems and sends alerts.
Safety Compliance
Worker and OSHA Compliance. Ensures that workers are wearing
protective clothing. Fast alert system when non-compliance is
detected. Benefits include lower insurance, reduced costs and
risks.
Infrastructure Monitoring and Remote Surveillance
Critical Infrastructure Monitoring
• Currently in production
• 20,000 locations
• Customer has many other “security on the edge”
applications including government contracts
• Metadata is stored on the edge and synched weekly
• Calls to Action include email and text alerts, frame
capture, and Full Motion Video recording
• Minimum power requirements (5w) provided by solar
panel
Healthcare Solutions
Surgical Theater Action Logs
Automated Surgical Logs. Operating room procedure detection.
Accurate action logging for anesthesia, surgical procedures, chest
cavity closure. Surgical instrument usage and tracking, and
increased efficiency.
Cell Detection and Identification
Rapid, automated identification and counting of cells in all lighting
conditions, including both fluorescent and brightfield. Excludes
debris. Integrates into microscopy and information workflows.
Healthcare Solutions COVID-19 Response • Created model for researchers • Trained model with public X-Ray data • Detects lung injury from ARDS • Test with lung X-Rays in database • Chooch trainable with any medical imaging • Achieve depth quickly and very flexible • Learn more at Chooch.ai/COVID19
Industrial Solutions
Change Detection
Models trained for a baseline. When anomalous images are
detected, changes are tagged. This model can be applied to many
industries and applied to many imaging techniques. The image
below is drone infrared imagery.
Flaw Detection
Models for common flaws such as dust or scratches. New use cases
require new custom models. Clients aggregate images for custom
training. Clients own the data but Chooch retains control over new
models.
Geospatial Solutions
Wildfire Detection
Models trained to identify wildfires with extremely high accuracy.
Edge AI installed on satellite or aircraft captures stills from videos
when fire activity is detected. Alerts are sent to decisionmakers.
Humanitarian Relief
Disaster assessment. Detailed analysis such as percentage change
estimates in damaged buildings. Trained from existing imagery.
Highly scalable with extremely fast response time.Media Solutions
Augmented Reality
Integrate Visual AI into AR hardware to allow for many industry
applications from worker safety to tourism. Fast processing allows
metadata generation in under one second when images and video
are sent to the cloud.
Content Apps
Developers can add computer vision models to their apps.
Applications range from shopping apps with object recognition to
museum tour apps to animal activity information at zoos. Content
provided on click.Media Solutions
Contextual Advertising
Woman
Integrate Visual AI into AR hardware to allow for many industry
Pearl Earrings applications from worker safety to tourism. Fast processing allows
metadata generation in under one second when images and video
are sent to the cloud.
Face
Sarah Abney
Ash Gray Clothing Ed Sheeran
Chanel Style
Media Enrichment Gibson Acoustic L-100
Developers can add computer vision models to their apps.
Applications range from shopping apps with object recognition to
museum tour apps to animal activity information at zoos. Content
provided on click.Media/Retail Solutions
Image Quality Control
• Car reseller needed to ensure image quality
• Trained model with 1000s of good and bad quality
images
• Detects X classes of image quality issues
Dust Detected
• Dramatical productivity gain
• Currently integrating via API with photo database to
approve/reject images submitted by dealer network
• 180 classes 18 perceptions to check quality for each
angle and type of image required for each car listing
on their retail website site
Blurry ImageRetail Solutions
Planogram Reporting
Integrated into robots. Detects out of stock items in brick and
mortar stores. Provides analysis of shelf space placement to ensure
compliance. Reduces costs and improves shopping experience.
Object Tagging and Pricing
Tags user submitted products with higher quality metadata.
Greatly increases findability of listings. Improves customer
experience and usability. Drives sales for platforms and sellers.Financial Benefit: Radically Increased Productivity
D = tags/decision
D = (p*d*v) p = people
d = the time it takes for each visual
v = the number of visuals
Human Machine
(Inspection Mechanic, for example) (Video Inspection of Aircraft)
d = 80 seconds (time for each visual task) d = 1 second (time for each visual task)
v = 101 (number of visual tasks) v = 101 (number of visual tasks)
p = 4 people p = 1 person
D = (80*101) = (4*80*101) = 32,320 human D = (1*101) = 101 seconds, or less than 2 minutes*
seconds, Approximately 9 human hours.
*However, each task can be processed
concurrently with infinite scale.Deploying Visual AI Our team has deep expertise in scoping, planning and developing computer vision projects for global scale across many industries. Our workflow includes: • Consultative Design • Data Collection • Annotation & Labelling Model • Development Prototype • Testing Integration • Support & Growth Computer vision on the Chooch AI platform is deployable now in the cloud and on the edge.
Media “We predict drug discovery will be vastly improved in 2020 as manual visual processes are automated because visual AI will be able to monitor and detect cellular drug interactions on a massive scale,” Emrah Gultekin, CEO at Chooch, told TNW. A San Francisco-based technology company called Chooch AI is trying to narrow that gap with the help of artificial intelligence, reducing the time between a fire’s eruption and the moment it’s spotted by people. AI could also soon ensure that only the people who are supposed to can get inside. “The ability of a car to detect known drivers is an important near-future safety feature of vehicles. Matching faces with identity cards within a vehicle are the key to this,” Gultekin says.
Thank You Chooch.AI
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