MLV-* Vision Suite

Eight production-ready modules for detection, classification, video intelligence, training, and governed MLOps — deployable on cloud or edge.

MLVision MLV solution collection overview
MLV-001

DetectPro

Enterprise object detection with configurable NMS, multi-class thresholds, and REST/gRPC APIs. Supports COCO, custom labels, and TensorRT export.

YOLO Real-time API

CAD 5,800 / month

MLV-002

ClassifyIQ

Image classification with hierarchical taxonomies, confidence calibration, and batch scoring pipelines for QA and catalog workflows.

ResNet ViT Batch

CAD 4,200 / month

MLV-003

StreamVision

Multi-camera RTSP ingest, object tracking, line-crossing counts, and dwell-time analytics with frame-level event exports.

RTSP Tracking Events

CAD 7,400 / month

MLV-004

FineTune Lab

CV fine-tuning workspace with augmentation presets, hyperparameter search, and reproducible training manifests tied to your data version.

Fine-tune Augmentation MLflow

CAD 6,100 / month

MLV-005

EdgeLens

Jetson and OpenVINO deployment bundles with OTA updates, offline inference queues, and bandwidth-aware sync to central dashboards.

Jetson ONNX OTA

CAD 5,500 / month

MLV-006

LabelForge

Annotation pipeline with active learning loops, inter-annotator agreement metrics, and CVAT / Roboflow bidirectional sync.

Annotation Active Learning QA

CAD 3,900 / month

MLV-007

OpsVision

MLOps for vision: model registry, canary releases, drift detection on embedding space, and SLA dashboards for inference endpoints.

CI/CD Drift SLA

CAD 8,200 / month

MLV-008

MetricGuard

Continuous evaluation on production frames — mAP, precision-recall curves, latency percentiles, and automated rollback triggers.

Monitoring mAP Alerts

CAD 4,600 / month

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