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Anomaly Detection You Can Try Right Now

Fletcher Vision ingests images directly from your line, compares each item against its batch peers, and pinpoints anomalies before they become downtime. No golden references. No retraining. Just dependable inspection tuned to your operating constraints.

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Images are not retained on the backend after processing.

One model, any product.

Examples shown use the public VisA dataset to illustrate how batch comparison pinpoints outliers for operators. No customer data is displayed.

Whole cashew prior to anomaly detection Cashew with anomaly detection heatmap highlighting defect
Chewing gum blister pack before analysis Chewing gum blister pack with anomaly heatmap overlay
Printed circuit board prior to inspection Printed circuit board with anomaly detection overlay

Image pairs derived from the Visual Anomaly (VisA) dataset. [1]

Detect defects that you've never seen before.

Rules-based vision fails when unfamiliar defects appear. Our inspection engine evaluates the natural variation inside each batch so deviations stand out instantly, without seeing or training on them.

Downtime Avoidance

Waste Reduction

Brand Protection

Zero-shot inspection tuned to every batch.

Batch-Aware Detection

Each image is contrasted against the live cohort to highlight novel patterns, materials, or damage.

Industrial Integration

We connect to your camera feeds and station workflows so findings arrive where action happens.

Operations Monitoring

24/7 system checks and status digests keep quality teams ahead of emerging issues.

How Fletcher Vision adapts in zero shot.

1. Foundation Models +

We adapt state-of-the-art vision research to operate in a zero-shot fashion, requiring no reference images or training. We rely on visual intelligence derived from Vision Transformer models to analyze each image.

2. Generalizability +

In collaboration with the latest vision models, our algorithmic suite can identify both anomalous images, as well as anomalous portions of the image.

3. Secure Deployment +

Stream to our managed cloud with encrypted transit and customer-controlled access.

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