Industry Solutions

From industrial defect detection to AI-assisted data labeling — deploy specialized models or build your own processing pipeline through the API.

detectionAvailable

YOLOv12 Weld Inspection

Automated defect detection for industrial welding. Identifies porosity, cracks, and lack of fusion in real-time.

High Precision
Real-time Inference
Industrial Grade
classificationAvailable

Plant Disease Classification

Early diagnosis of crop pathologies. Classifies leaf patterns to identify fungal, bacterial, and viral infections.

Multi-crop Support
Early Detection
98% Accuracy
classificationAvailable

Concrete Crack Detector

Infrastructure health monitoring. Automatically classifies surface images to detect structural cracks in concrete.

Structural Health
Maintenance Priority
Civil Eng. Ready
classificationAvailable

Wildfire Smoke/Fire

Disaster prevention system. Detects early signs of smoke and fire in forest environments using aerial or static feeds.

Environmental Protection
Smoke Detection
Rapid Alert
labelingAvailable

AI Data Labeling Pipeline

Reduce annotation time by 80%. AI-assisted bounding box generation feeds your labeling workflow — export to YOLO, COCO, or CSV.

AI-Assisted Boxes
Multi-format Export
Batch Support
analysisAvailable

Content Analysis API

Unified content intelligence endpoint. Automate image moderation, object tagging, scene captioning, and metadata enrichment in one call.

Multi-task Pipeline
JSON Output
Webhook Support
ocrAvailable

Document OCR Pipeline

Extract printed and handwritten text from documents, receipts, and signage with bounding-box localisation and confidence scoring.

Printed & Handwritten
Bbox Localisation
JSON Export
zero_shotAvailable

Zero-Shot Visual Inspection

Detect arbitrary defect classes via text prompt — no retraining needed. Powered by Grounding DINO foundation model.

No Retraining
Open-Vocabulary
Grounding DINO
poseAvailable

Human Pose Analytics

COCO 17-keypoint skeleton estimation for safety monitoring, ergonomics analysis, and sports biomechanics.

17 Keypoints
Skeleton Overlay
COCO JSON Export
embedAvailable

Visual Similarity Search

Build image retrieval and deduplication pipelines with CLIP 512-d embeddings and cosine similarity ranking.

512-d CLIP Vectors
Cosine Ranking
Dataset Search
depthAvailable

Depth-Aware Scene Understanding

Monocular depth estimation for 3D reconstruction, robotics path planning, and AR scene geometry using Depth Anything V2.

Monocular Input
Magma Colormap
Min/Max Metrics
ai_detectionAvailable

AI-Generated Content Detection

Detect AI-generated images and deepfakes using ConvNeXt-Base binary classification. Identifies synthetic content from diffusion models, GANs, and other generators.

Real vs AI Binary
ConvNeXt-Base Backbone
Multi-Generator Coverage