Top Silt Computer Vision Models

The models below have been fine-tuned for various silt 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 silt detection model.

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

Object Detection Model yolov11 yolov11n

Litologia

32 images 13 classes 1 model

EV Fn FnSD Gn Gv GvSd HP HR HSed SILT SdGv SedY YP

Classification Model

Litologia

286 images 18 classes 1 model

CG CN EV FN FNSD GV GVSD HP HR HSED HY SDGV SEDH SEDY SILT YH YP YSED

Object Detection Model snap

soil_textures

SOIL

337 images 4 classes 1 model

clay sand silt som

Classification Model

Soil Classification Thesis

Soil Classification pH level identification and Crop Recommendation

154 images 7 classes 1 model

Cinder Soil Clay Soil Laterite Soil Loam Soil Peat Soil Sand Soil Silt

Classification Model

Soil Classification 2

Thesis

114 images 4 classes 1 model

Cinder Soil Laterite Soil Peat Soil Silt

Classification Model

Soil Classification

Thesis

129 images 6 classes 2 models

Cinder Soil Clay Soil Laterite Soil Loam Soil Peat Soil Silt

Classification Model

SoilSense

SoilNet30

604 images 7 classes 1 model

clay Not Sandy loam not sandy silt

Classification Model

SoilNet2.0

Syed Aoon

372 images 5 classes 1 model

clay Not Sandy loam silt

Classification Model

soil3

M AlAriq

118 images 1 class 1 model

silt

Object Detection Model snap

SOilMap2.0

SoilMap20

604 images 5 classes 2 models

Clay Loam Loam Sandy Loam Silt Loam Unidentified

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