Related Objects of Interest: rocks , all motor vehicle prohibited , axle load limit , compulsary ahead , compulsary keep left , compulsary keep right , compulsary turn left ahead , compulsary turn right ahead , cross road , dangerous dip

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Top Gravel Computer Vision Models

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

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

Classification Model

367 images 9 classes 2 models

asphalt asphalt concrete asphalt gravel asphalt mud concrete concrete mud gravel gravel mud mud

Object Detection Model snap

Object detection

Object detection

60 images 23 classes 1 model

bicycle car dirt dog door fence grass obstacle person pool roof tree vegetation wall water window ar-marker bald-tree conflicting fence-pole

Object Detection Model yolov8 yolov8s snap

constuction_waste

3.4k images 14 classes 2 models

pallet rebar wood Disposed Gravel Disposed Soil Roll-Off Dumpster Roll-off Dumpster Temporary Gravel Temporary Sand Temporary Soil bricks cementitious pvc wires

Object Detection Model snap

Roadways_Material_detection

SIMULATION WORK FLOW

88 images 14 classes 1 model

Arm Asphalt Concrete Concret Slab Concrete Block Concrete Pipe Concrete Slab Concrete base Gravel Soil Loader Split asphalt concrete roadways Split gray concrete roadways asphalt roadway concrete anthracite roadway gray roadway

Object Detection Model snap

2.1k images 6 classes 1 model

Bump Crack Loose-Gravel Pothole Sand-Buildup Water-Buildup

Object Detection Model snap

work-detection-model

Data aumentation

990 images 23 classes 1 model

excavator forklift helmet person vest backhoe_loader bricks cement compactor concrete_mixer_truck concrete_pump dozer dump_truck grader gravel mobile_crane pile_driver sand scaffolding soil

Semantic Segmentation Model

157 images 12 classes 1 model

Ceramium Filamentous brown algae Filamentous green algae Fine grained sand Fucus Gravel Laminaria Rhodophyta Rocks Sphacelaria cirrosa Ulva Zostera marina

Instance Segmentation Model yolov11 yolov11n-seg

KSO Seagrass inst segm

157 images 12 classes 1 model

Ceramium Filamentous brown algae Filamentous green algae Fine grained sand Fucus Gravel Laminaria Rhodophyta Rocks Sphacelaria cirrosa Ulva Zostera marina

Instance Segmentation Model yolov11 yolov11n-seg

KSO Eelgrass inst segm

173 images 13 classes 1 model

Ceramium Filamentous brown algae Filamentous green algae Fine grained sand Fucus Gravel Halidrys siliquosa Laminaria Rhodophyta Rocks Sphacelaria cirrosa Ulva Zostera marina

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