Related Objects of Interest: conglomerate , limestone , sandstone , empty , basalt , fissile shale , massive mudstone , massive sandstone , dolomite , gabbro

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Top Shale Datasets and Models

The datasets below can be used to train fine-tuned models for shale detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

At the bottom of this page, we have guides on how to train a model using the shale datasets below.

Object Detection Model snap

7.3k images 26 classes 2 models

basalt charckonite diatomite diorite dolerite dolomite gabbro gneiss gneiss2 granite granite2 granulite laterite limestone limestone-siliceous limestone2 marble orthoclase pegmatite pumice

Object Detection Model snap

8.8k images 26 classes 2 models

basalt charckonite diatomite diorite dolerite dolomite gabbro gneiss gneiss2 granite granite2 granulite laterite limestone limestone-siliceous limestone2 marble orthoclase pegmatite pumice

Object Detection Model snap

Microscopic rocks

1.1k images 32 classes 1 model

chalk CHARCKONITE GNEISS GNEISS2 GRANITE GRANULITE LIMESTONE LIMESTONE SILICEOUS LIMESTONE2 ORTHOCLASE QUARTZITE SYENITE anthracite diatomite dolomite gabbro gneiss granite laterite limestone

Classification Model

rock life detection

1.8k images 12 classes 1 model

(Mudstone) Basalt Clay Conglomerate Diatomite Shale Siliceous basalt chert gypsum olivine sinter

Instance Segmentation

detectron2_crack_All

3k images 8 classes

crack empty water corebox depth mudy no shale

Classification Model

360 images 4 classes 1 model

garbage limestone sandstone shale

Instance Segmentation

detectron2_crack_All_dataset_1

1.5k images 8 classes

crack empty water corebox depth mudy no shale

9.9k images 4 classes

garbage limestone sandstone shale

Rock clasfication

1.8k images 9 classes

Basalt Clay Conglomerate Diatomite Shale-(Mudstone) Siliceous-sinter chert gypsum olivine-basalt

2.2k images 53 classes

Amphibolite Andesite Anthracite Basalt Blueschist Breccia Carbonatite Chalk Chert Coal Conglomerate Diamictite Dolomite Eclogite Evaporite Flint Gabbro Gneiss Granite Granulite

4.2k images 53 classes

Amphibolite Andesite Anthracite Basalt Blueschist Breccia Carbonatite Chalk Chert Coal Conglomerate Diamictite Dolomite Eclogite Evaporite Flint Gabbro Gneiss Granite Granulite

Instance Segmentation

50 images 13 classes

Backfround Bioturbated mudstone Bioturbatedsandstone Conglomerate Cross-bedded SST Current-rippled sandstone Fissile shale Graded-bedded SST Heterolithic Massive mudstone Massive sandstone Parallel-laminated mudstone parallel-laminated SST

Cuttings Classification

1.6k images 10 classes

chalk anhydrite argillaceous_limestone dolomite dolomitic_limestone halite limestone sandstone shale siltstone

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