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Top Facade Computer Vision Models

The models below have been fine-tuned for various facade detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own facade detection model.

At the bottom of this page, we have guides on how to count facades in images and videos.

Object Detection Model snap

Facade and windows

thelmo

51 images 2 classes 1 model

window facade

Object Detection Model snap

building quality XN2K+MDJ 4

building quality

2k images 10 classes 1 model

abandoned building damaged facade damaged window illegal addition illegal advertising missing signboard painting marks peeling facade finish stained marks vacant store

Object Detection Model snap

Boundaries

expression

504 images 4 classes 2 models

entrance on the front facade front facade glass material on the front facade signboard on the front facade

Semantic Segmentation Model

CSC 55

145 images 8 classes 1 model

Building Dmg-facade Dmg-roof Dmg-window Hole No-wall Roof Ruined-floors

Instance Segmentation Model roboflow-3-n-seg

FacadeSegmentation

main

339 images 3 classes 2 models

facade pvfacade pvpanel

Instance Segmentation Model

Pallet Segmentation

jnintel

386 images 1 class 1 model

pallet facade

Object Detection Model snap yolov8 yolov8n

House Models

Demo

605 images 12 classes 4 models

car door fence floor vegetation window balcony-fence facade non-building-infrastructure shop street traffic-infrastructure

Instance Segmentation Model roboflow-3-n-seg

YOLO_SAM_Auto_Annotations

blackhouse

134 images 2 classes 1 model

window facade

Object Detection Model yolonas yolonas-s

Projeto Fachadas

Projeto Fachada

1k images 1 class 1 model

facade

Instance Segmentation Model

Facades_Buildings

Ruben Mendes

962 images 28 classes 1 model

object Balcony Blind Building Outline Corner Stone Cornice Deco Decorative Shell Dont Door Door Hole Facade Floor Floor Slab Floor Slabs Glass Wall Ground Floor Molding Pillar Raised Floor

Object Detection Model snap

Facade Factors Finder

Yonsei Univ

32 images 4 classes 1 model

Building Facade Door Entrance Window

Instance Segmentation Model yolov8 yolov8n

Housing Segment

Demo

605 images 12 classes 1 model

car door fence floor vegetation window balcony-fence facade non-building-infrastructure shop street traffic-infrastructure

Object Detection Model

Facade_Segmentation

Ruben Mendes

300 images 17 classes 1 model

object Balcony Blind Building Outline Cornice Deco Door Facade Floor Slab Floor Slabs Glass Wall Molding Pillar Roof Shop Sill Window

Instance Segmentation Model

building-facade-segmentation-instance

Building Facade

598 images 10 classes 1 model

car fence vegetation window balcony-fence facade non-building-infrastructure shop street traffic-infrastructure

Instance Segmentation Model roboflow-3-n-seg

buildings

fyi

598 images 9 classes 1 model

fence vegetation window balcony-fence facade non-building-infrastructure shop street traffic-infrastructure

Object Detection Model snap

housing

9.1k images 12 classes 1 model

Broken fence Broken/unguarded windows Damaged building facade Messy/loose wires/pipes/air conditioners Mixed entrance for pedestrians and cars No barrier-free facilities at the entrance No space for physical activity Non-existent/broken/obstructed door Non-standard parking phenomenon Stacked and discarded garbage Unauthorized construction on the building facade Unhardened/damaged road

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