Brain Builder
Click-to-train vision AI that labels, trains, deploys, and analyzes in one workflow
Program Info
Enhance your ability to deal with new issues or to overcome writer's blocks, increase your focus and improve your thoughts-processing speed. The tool includes a brain coach, stimulating music as well as exercises and games. Check out the embedded charts to see how much you've progressed in the previous interval.
Start in Brain Builder by creating a project and pulling in your images or video frames from a folder, cloud bucket, or camera feed. Define classes, build datasets, and label with bounding boxes, polygons, keypoints, or text regions using fast keyboard shortcuts. Turn on model-assisted labeling to auto-suggest tags and accelerate review. Split your data into train/validation/test sets, apply augmentation policies, and set quality gates so every annotation gets a second pass. When a mislabel is found, correct it in place—the dataset version updates automatically, keeping your history intact.
With data ready, pick a model template (detection, classification, segmentation, OCR) and choose a backbone that matches your compute budget. Set batch size, learning rate, and image resolution, or start with a preset. Kick off training and watch live metrics: loss curves, precision/recall, confusion matrix, and per-class performance. Hard examples are surfaced for quick re-labeling, and the system proposes samples that will improve recall. Trigger lightweight fine-tunes between labeling sessions so the assistant gets smarter as you work, compressing iteration cycles to hours instead of long waits. More
Features
- Visual labeling: boxes, polygons, keypoints, text regions with QA workflows
- Model-assisted auto-labeling and active learning suggestions
- Dataset versioning, augmentation, and train/val/test splits
- On-the-fly training during labeling with preset or custom hyperparameters
- Real-time metrics: loss, PR curves, confusion matrix, per-class stats
- Hard example mining and rapid fine-tuning loops
- One-click deployment to cloud endpoints, Docker, Linux edge, iOS/Android
- A/B testing, canary releases, instant rollback
- REST/gRPC APIs, SDK and CLI for CI/CD integration
- Monitoring for accuracy, latency, drift, and data quality
- Automated feedback loop to re-queue low-confidence samples
- Role-based access, audit logs, and approval workflows
- Reporting and exports for analytics and business KPIs
How It’s Used
- Manufacturing: defect detection on assembly lines with real-time alerts
- Retail: shelf availability and planogram compliance from store cameras
- Documents: OCR with key-value extraction for invoices and forms
- Agriculture: crop disease spotting from drone or field imagery
- Safety: PPE compliance monitoring at site entrances
- Logistics: barcode and label quality checks in warehouses
- Construction: progress tracking and issue detection on job sites
- Traffic: parking occupancy and flow analytics for smart cities
Plans & Pricing
Free
Free
Users : 1 Brains : 1 Storage : 10 GB Inferences per Month : 1000 Video Annotation (Minimum per Month) : 5 Snap-to-Fit : 50 SLA Does not Apply
Starter (annotation Only)
Custom
Users : 3 Includes features of Free plan, plus Storage : 100 GB Video Annotation (Hours per Month) : 1 Unlimited Snap-to-Fit 1 Training Session
Professional (annotation Only)
Custom
Users : 10 Storage : 500 GB Includes features of Starter plan, plus Video Annotation (Hours per Month) : 7 2 Training Sessions
Enterprise (annotation Only)
Custom
Users : 25 Storage : 2000 GB Includes features of Professional plan, plus Video Annotation (Hours per Month) : 1 5 Training Sessions Premium Support
Starter (cloud Deployment)
Custom
Includes features of Annotation Starter plan, plus Users : 3 Brains : 2 Inferences per Month: 1 Million
Professional (cloud Deployment)
Custom
Includes features of Annotation Professional plan, plus Users : 5 Brains : 5 Inferences per Month: 5 Million 10 Consulting Hours per year
Enterprise (cloud Deployment)
Custom
Includes features of Annotation Enterprise plan, plus Users : 25 Brains : 15 Inferences per Month : 15 Million 25 Consulting Hours per year Premium Support
Starter (edge Deployment)
Custom
Includes features of Annotation Starter plan, plus Users : 3 Brains : 2 SDK for Linux, iOS, and Android
Professional (edge Deployment)
Custom
Includes features of Annotation Professional plan, plus Users : 5 Brains : 5 SDK for Linux, iOS, and Android 10 Hours Consulting per year
Enterprise (edge Deployment)
Custom
Includes features of Annotation Enterprise plan, plus Users : 25 Brains : 15 SDK for Linux, iOS, and Android 25 Hours Consulting per year Premium Support
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