North American Carriers

Parse any
shipping label
instantly

Give us a tracking number or a photo of a label — get back structured data: carrier, addresses, service type, weight, barcodes, and live tracking status.

Open the Lab
Supported Carriers
UPS FedEx USPS Canada Post DHL Amazon Logistics + more
Capabilities

Everything in one place

Two input modes, one unified output schema. Drop in a tracking number or a raw label photo and get structured data back.

📦

Carrier Detection

Auto-identify the carrier from any NA tracking number using pattern matching against the canonical jkeen/tracking_number_data database.

🔍

Label OCR

Upload a photo of a shipping label. OpenCV preprocessing + EasyOCR/PaddleOCR extracts all text and barcodes automatically.

📍

Address Parsing

Structured sender and recipient addresses extracted from label text using usaddress and deepparse for NA address formats.

📡

Live Tracking

Fetch real-time shipment status via EasyPost or AfterShip — 30+ carrier integrations, no separate accounts needed.

🏷️

Barcode Detection

Detect and decode Code 128, Code 39, Data Matrix, PDF417, QR, and ITF barcodes with pyzbar.

⚡

REST API

Simple JSON API with FastAPI. Upload via multipart form or base64. Swagger docs at /docs after signing in.

Workflow

How it works

Two simple input modes, one unified output schema.

Mode A — Tracking number
1

Submit tracking #

POST a tracking number string

2

Carrier matched

Pattern regex identifies carrier instantly

3

Status fetched

Live tracking events from carrier API

Mode B — Label photo
1

Upload label image

JPG, PNG, or PDF — up to 50 MB

2

OCR + barcode scan

OpenCV preprocess → text + barcode extraction

3

Fields structured

Addresses, carrier, service, weight parsed

One clean output schema

Both input modes return the same structured JSON. Every field is nullable — the SDK fills in what it can from the available data.

carrier tracking_number service_type sender_address recipient_address weight barcodes tracking_events raw_ocr_text
// POST /api/parse/tracking { "carrier": "UPS", "tracking_number": "1Z999AA10123456784", "service_type": "UPS Ground", "sender": { "name": "Acme Corp", "street": "123 Main St", "city": "Seattle", "state": "WA", "zip": "98101" }, "recipient": { ... }, "weight_lbs": 2.3, "barcodes": ["CODE128:1Z999AA10123456784"], "status": "In Transit", "events": [ { "ts": "2026-06-17T09:41:00Z", "desc": "Package departed facility", "location": "Reno, NV" } ] }

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