npmjs.org : teachable-machine.js
A robust and optimized JavaScript library for integrating Google's Teachable Machine models, supporting various image sources and providing efficient classification capabilities.
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purl: pkg:npm/teachable-machine.js
Keywords:
teachable machine
, tensorflow.js
, machine learning
, image classification
, ai
, javascript
, nodejs
, bunjs
, deep learning
, model inference
, computer vision
, neural networks
, web development
, backend
, frontend
, data science
, artificial intelligence
, model deployment
, image processing
, sharp
, got
, fs/promises
, base64
, http
, local files
, prediction
, classification
, optimized
, efficient
, scalable
, robust
, api
, sdk
, utility
, library
, open source
, apache-2.0
, nixaut
, mlops
, model serving
, inference engine
, javascript library
, teachablemachine
, image recognition
, pattern recognition
, data processing
, real-time inference
, server-side javascript
, edge computing
, model optimization
, performance
, accuracy
, developer tools
, code example
, tutorial
, getting started
, quick start
, model loading
, image decoding
, tensor operations
, dispose model
, memory management
, error handling
, async await
, es modules
, modern javascript
, best practices
, production ready
, cross-platform
, cloud deployment
, local execution
, model training
, custom models
, pre-trained models
, transfer learning
, computer vision tasks
, image analysis
, object detection
, image understanding
, machine intelligence
, intelligent applications
, smart systems
, automation
, data analysis
, predictive analytics
, model management
, resource management
, javascript ecosystem
, npm package
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, typescript compatible
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, version control
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, testing
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, linting
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, eslint
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, static analysis
, code review
, contributions
, contributing guide
, issue tracker
, bug reports
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, roadmap
, changelog
, release notes
, security audit
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, compliance
, licensing
, legal
, terms of use
, privacy policy
, code of conduct
, community guidelines
, support
, faq
, troubleshooting
, debugging
, performance tuning
, optimization techniques
, memory optimization
, cpu optimization
, gpu acceleration
, webgl
, webgpu
, wasm
, webassembly
, browser compatibility
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, environment setup
, installation guide
, usage guide
, api reference
, class documentation
, method documentation
, parameter descriptions
, return values
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, design patterns
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, release process
, continuous integration
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, automated testing
, test driven development
, behavior driven development
, refactoring
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, pull requests
, merge requests
, version control system
, git commands
, branching strategy
, release strategy
, hotfixes
, patches
, major releases
, minor releases
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, deprecation policy
, backward compatibility
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, migration guide
, upgrade guide
, downgrade guide
, breaking changes
, non-breaking changes
, new features
, bug fixes
, improvements
, refactorings
, documentation updates
, example updates
, test updates
, build system
, task runner
, scripting
, automation scripts
, deployment scripts
, configuration files
, environment variables
, secrets management
, credential management
, security best practices
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, metrics
, tracing
, profiling
, performance monitoring
, error tracking
, uptime monitoring
, health checks
, load balancing
, auto-scaling
, containerization
, docker
, kubernetes
, serverless
, aws lambda
, azure functions
, google cloud functions
, cloud computing
, devops
, site reliability engineering
, sre
, platform engineering
, infrastructure as code
, terraform
, ansible
, puppet
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, saltstack
, configuration management
, orchestration
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, pipeline automation
, ci/cd pipelines
, jenkins
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, travis ci
, circleci
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, loki
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, grafana cloud
, aws cloudwatch
, azure monitor
, google cloud monitoring
, open telemetry
, jaeger
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, service mesh
, istio
, linkerd
, envoy
, api gateway
, nginx
, haproxy
, traefik
, kong
, tyk
, apigee
, aws api gateway
, azure api management
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, rabbitmq
, kafka
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, mongodb
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, runpod
, vast.ai
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, ml infrastructure
, data infrastructure
, data pipeline
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, data warehousing
, data lake
, data lakehouse
, data mesh
, data fabric
, data governance
, data quality
, data security
, data catalog
, metadata management
, data lineage
, data observability
, data reliability
, data validation
, data transformation
, data loading
, data ingestion
, streaming data
, batch data
, real-time data
, event driven architecture
, microservices
, serverless architecture
, monolithic architecture
, distributed systems
, fault tolerance
, resilience
, scalability patterns
, software architecture
, system design
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, technical leadership
, team management
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, agile
, scrum
, kanban
, lean
, devops culture
, sre culture
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, mvp
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, sdlc
, requirements gathering
, design phase
, implementation phase
, testing phase
, deployment phase
, maintenance phase
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, post-mortem analysis
, root cause analysis
, problem solving
, decision making
, critical thinking
, analytical skills
, communication skills
, teamwork
, collaboration
, mentoring
, coaching
, leadership
, strategic planning
, tactical execution
, operational excellence
, process improvement
, efficiency
, productivity
, cost optimization
, resource allocation
, budget management
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, quality assurance
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, test automation
, test frameworks
, jest
, mocha
, chai
, cypress
, playwright
, selenium
, puppeteer
, web scraping
, data extraction
, web crawling
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, sdk development
, library development
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, tooling
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, cli tools
, ide extensions
, plugins
, integrations
, ecosystem
, community
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, future plans
, vision
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, values
, culture
, team building
, recruitment
, onboarding
, training
, skill development
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, performance reviews
, feedback
, recognition
, rewards
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, remote work
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, diversity
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, belonging
, psychological safety
, trust
, transparency
, accountability
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, autonomy
, mastery
, purpose
, motivation
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, well-being
, mental health
, physical health
, stress management
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, professional development
, learning
, growth mindset
, continuous learning
, lifelong learning
, knowledge sharing
, mentorship
, peer learning
, community of practice
, guilds
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, forums
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, certifications
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, product innovation
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, co-creation
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, design thinking
, user experience design
, ux
, user interface design
, ui
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, information architecture
, usability testing
, accessibility testing
, performance testing
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, site reliability
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, firmware resilience
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, disaster recovery planning
, business continuity planning
, incident management
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, service level agreements
, slas
, service level objectives
, slos
, service level indicators
, slis
, error budget
, post-incident review
, blameless post-mortems
, learning from incidents
, knowledge base
, runbooks
, playbooks
, self-healing systems
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, self-configuring systems
, self-managing systems
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, intelligent automation
, ai ops
, ml ops
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, responsible ai
, ai governance
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, ai for investigations
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, ai for healthcare access
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, ai for un goals
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, ai for clean water
, ai for sanitation
, ai for zero hunger
, ai for good health and well-being
, ai for quality education
, ai for gender equality
, ai for clean water and sanitation
, ai for affordable and clean energy
, ai for decent work and economic growth
, ai for industry, innovation and infrastructure
, ai for reduced inequalities
, ai for sustainable cities and communities
, ai for responsible consumption and production
, ai for life below water
, ai for life on land
, ai for peace, justice and strong institutions
, ai for partnerships for the goals
License: Apache-2.0
Latest release: 26 days ago
First release: 26 days ago
Last synced: 26 days ago