Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
AI mobile app that counts items in a photo across many templates and exports the results as PDF reports with location.
Reverse face-search engine with 3 free daily searches and paid credit tiers to unlock source URLs and confidence scores.
Free nonprofit app that identifies plant species from photos while feeding an open dataset for global biodiversity research.
Multimodal data platform for computer vision and physical-AI teams who need to curate, annotate, and evaluate large visual datasets.
Video-native AI infrastructure that indexes footage for natural-language search, highlight creation, and compliance review at scale.
No public pricing
No public pricing
No public pricing
- ✦AI item counting from photos
- ✦Category templates for pipes, pills, coins and more
- ✦Real-time processing
- ✦Manual add and remove correction
- ✦PDF report export with location data
- ✦Ad-free experience
- ✦Reverse face search on the public web
- ✦In-memory processing, no stored uploads
- ✦Match counts and confidence bands
- ✦Full source URLs and thumbnails (paid)
- ✦Per-match confidence scores
- ✦Free permanent opt-out for anyone
- ✦Plant species identification from a photo
- ✦Community review and correction of identifications
- ✦Open dataset of plant images shared with GBIF
- ✦Developer API and GitHub resources
- ✦Coverage across dozens of regional flora databases
- ✦Donation-supported, ad-free model
- ✦Dataset curation and filtering across massive multimodal datasets
- ✦Support for images, video, point clouds, and time-series data in one platform
- ✦Model evaluation and scene generation tools
- ✦Annotation workflows with QA and active learning selection
- ✦Deployable on-premise, air-gapped, or in the cloud
- ✦Role-based access control and dataset versioning
- ✦Open-source core plus integrations with existing ML tooling
- ✦Natural-language search across entire video libraries
- ✦Automatic scene and pacing segmentation
- ✦Compliance and brand-safety risk detection with explainable AI
- ✦Automated highlight-reel assembly from long-form footage
- ✦Insight generation across large video datasets
- ✦API, SDK, and MCP integrations for developers
- →Inventory and stock counting
- →Industrial and warehouse tallying
- →Medical and pharmacy counting
- →Field counting with reports
- →Verifying dating matches and spotting catfish
- →Confirming a person before meeting
- →Finding recycled or stolen photos of yourself
- →OSINT and source verification
- →Hobbyists identifying plants encountered outdoors
- →Researchers using open plant-observation data
- →Educators teaching botany or biodiversity science
- →Conservation projects mapping regional flora
- →Curating training data to improve model accuracy
- →Annotating large-scale visual datasets for computer vision projects
- →Evaluating and comparing model performance on visual data
- →Managing datasets for robotics, autonomous systems, or defense applications
- →Media companies searching and repurposing large video archives
- →Compliance teams scanning footage for policy risks
- →Content teams generating highlight clips from raw footage
- →Developers building video-search features via API