Condition score API

Retrieve an unbiased score of the bathroom or kitchen based on an Image.

The Condition Score Model has been developed and trained to evaluate the condition score of bathrooms and kitchens. The condition score is derived from the valuation methods for quality and condition of homes of Fannie Mae and Freddie Mac, mortgage institutions in the United States. It is adapted to the Dutch housing, following a five point rating system also used in the Waardering Onboards Waken (WOZ) by Municipalities in The Netherlands. The base for the condition scores are 5 categories explained in more details in the following sections.

A classified kitchen image with confidence 97.97% and condition score 3.96 out of 5. Almost "Good".

Process

1. Provide image via file upload or URL to the API

2. API will label the image to check for visibility of a bathroom or kitchen

3. Process image through model to determine score

Outcome

1. The class of the input image ("bathroom", "kitchen" or "other" if not recognized)

2. The confidence percent for the predicted class e.g. 97.97%

3. A score from 1 to 5 represanting the condition score of the input image, e.g. 3.2 = slightly above "Average", 3.96 = almost "Good".

Warning

The API is not able to provide condition score if the image is not recognized as "kitchen" or "bathroom"!

Bathroom examples for the 5 categories

⭐

Disrepair

⭐⭐

Poor

⭐⭐⭐

Average

⭐⭐⭐⭐

Good

⭐⭐⭐⭐⭐

Excellent

Kitchen examples for the 5 categories

⭐

Disrepair

⭐⭐

Poor

⭐⭐⭐

Average

⭐⭐⭐⭐

Good

⭐⭐⭐⭐⭐

Excellent

Base Scores explained

Excellent ⭐⭐⭐⭐⭐

• New condition, no deferred maintenance, no physical depreciation, and no repairs required.

• Virtually all components are new or have been recently repaired, refinished, or rehabilitated.

• High-quality interior refinements, and detail.

• High quality workmanship, materials, and finishes throughout.

Good ⭐⭐⭐⭐

• A like new condition or well maintained.

• Components may be updated or recently rehabilitated.

• Many materials and finishes have been upgraded from “stock” standards.

Average ⭐⭐⭐

• Deferred maintenance and deterioration due to normal wear and tear.

• Components need repairs, rehabilitation, or updating.

• Materials, workmanship, finish, and equipment are of stock or builder grade.

Poor ⭐⭐

• Obvious deferred maintenance and are in need of some significant repairs.

• Some repairs, rehabilitation, or updating is required.

• The functional utility and overall livability are somewhat diminished due to condition, but it remains useable and functional.

Disrepair ⭐

• Substantial damage or deferred maintenance with deficiencies or defects that may affect the safety, soundness, or structural integrity.

• Substantial repairs and rehabilitation required.

• Lowest quality and building materials.

• Electrical, plumbing, and other mechanical systems and equipment may be minimal or non-existent.

POST Method

Illustration of post method with image url of the Condition score API.

Illustration of post method with image file upload of the Condition score API.