Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAlKTGqnXGuxa8Ho1rwt6YnOMF8Oun-S67Nr4svBXZYgA/assertion>. }
- 632 type DefinedTerm assertion.
- mailto:service-account-enrichment type Agent assertion.
- acocac type Agent assertion.
- 94486a7f-e046-461f-bbb9-334ec7b57040 type ResearchObject assertion.
- shmh40 type Agent assertion.
- mailto:annefou@geo.uio.no type Agent assertion.
- zenodo.5494629 type Dataset assertion.
- zenodo.5494629 type Resource assertion.
- zenodo.5494629 type MediaObject assertion.
- zenodo.6387953 type Dataset assertion.
- zenodo.6387953 type Resource assertion.
- zenodo.6387953 type MediaObject assertion.
- forest-modelling-treecrown_detectreergb type publication assertion.
- forest-modelling-treecrown_detectreergb type Resource assertion.
- forest-modelling-treecrown_detectreergb type MediaObject assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type earth-scienceExecutableResearchObject assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type ResearchObject assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type LiveRO assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type ForkedRO assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type ExecutableResearchObject assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 type Dataset assertion.
- 59a607ed-4a19-4f93-8549-fe27dc4fdc53 type Geometry assertion.
- 59a607ed-4a19-4f93-8549-fe27dc4fdc53 type Polygon assertion.
- 70dcb95c-ab9d-4920-8442-29c29a9d5d03 type Folder assertion.
- 70dcb95c-ab9d-4920-8442-29c29a9d5d03 type Dataset assertion.
- 84327ec6-5b88-49da-8f39-509db894116b type Folder assertion.
- 84327ec6-5b88-49da-8f39-509db894116b type Dataset assertion.
- 8fdb2639-3313-4db9-b853-38fc7c6650d9 type Folder assertion.
- 8fdb2639-3313-4db9-b853-38fc7c6650d9 type Dataset assertion.
- f620f6cb-81e1-4d9f-8bb5-a60a22243be9 type Folder assertion.
- f620f6cb-81e1-4d9f-8bb5-a60a22243be9 type Dataset assertion.
- 03de194d-2622-49a3-bc98-b9a9383c2539 type Sketch assertion.
- 03de194d-2622-49a3-bc98-b9a9383c2539 type Resource assertion.
- 03de194d-2622-49a3-bc98-b9a9383c2539 type MediaObject assertion.
- ro-crate-metadata.json type CreativeWork assertion.
- 02b2d85d-32b2-4938-8ba9-052714c9ccd5 type Concept assertion.
- 097dfed5-0b38-4152-ac2b-01a0f1b05c68 type Lemma assertion.
- 178dd9ee-4088-4f2c-b2ed-d302a19c3f2c type Concept assertion.
- 1ec06908-45fd-4389-81be-51e61b049e71 type Concept assertion.
- 2aec6536-cbc2-4a70-9ee5-38eac88b1725 type Sentence assertion.
- 2be880f8-6d4f-45cc-9654-a724bb91fe6d type Concept assertion.
- 2ce890d4-a499-40e7-9077-fa9c8c903ab0 type Concept assertion.
- 2d4feb47-16b7-4af6-87fd-a68f30c8621f type Concept assertion.
- 2f593dea-48ac-45f3-ad79-50c508aae445 type Phrase assertion.
- 34aaf417-07fc-4e8e-847c-160185bb5684 type IPTC assertion.
- 3738be18-3af8-4374-bffc-241c024e03ef type Lemma assertion.
- 3f1b5f40-911a-4e44-887f-b0011de5cc4d type Phrase assertion.
- 3f2722a3-f644-4f2c-a051-c09804937632 type IPTC assertion.
- 401cc376-e30e-4709-b2e1-1c79d841c450 type Lemma assertion.
- 4411082c-f16e-462c-a50c-b6cf230d9b5a type Phrase assertion.
- 45b8c144-24a6-4d58-b9fc-559c1d526c6f type Concept assertion.
- 60c54067-1803-4ba3-908a-493243a5f18c type Lemma assertion.
- 6122bc62-9c08-46ed-8371-3dcfa5ec1343 type NASA assertion.
- 6c40be59-5c79-40b8-8e49-b821411c1508 type Concept assertion.
- 724ca3b1-2ab0-41cc-b4cc-d824e027fd0c type FieldOfResearch assertion.
- 87798aab-f2f1-48d0-89ba-b65e795f308b type Lemma assertion.
- 890c3698-1e20-495b-be5f-d9f3d49ec8f8 type Phrase assertion.
- 8f552f2f-bcde-44bb-bffc-1b9b9fbb3aa6 type Lemma assertion.
- 9048d184-91ab-4e93-a4ea-52520491d969 type Phrase assertion.
- 9441dab9-6eb7-43ae-bcc2-d49b2d288d76 type FieldOfResearch assertion.
- 99f44661-5fda-4eac-bb78-425d09e58fd5 type Place assertion.
- 9c464348-5833-455d-88c3-ae1bfbb2b29c type Domain assertion.
- 9daa7363-b94f-42a2-b827-1055a81c92be type Concept assertion.
- a8d5ecb2-9f7c-45b0-86d7-63a743183e9c type IPTC assertion.
- bff0e05b-1181-4a03-9197-a079ab36ed71 type IPTC assertion.
- c47f3b53-bed3-4d44-b40c-0cc55af868b4 type Domain assertion.
- c48b27e6-607b-48da-a7a8-cc7afc3abe44 type Concept assertion.
- e179cf50-102b-4f84-b7df-606ea08ee9db type Sentence assertion.
- ea971427-2b65-43e3-a267-4cdc4a435acd type NASA assertion.
- f1b7bbef-8b3b-4d5e-9fe7-82613db960c8 type Lemma assertion.
- f4a0f760-fc17-4195-a775-7081ff0a0cae type Sentence assertion.
- f97bece6-4118-4c33-8a1b-702e6ed1a86a type IPTC assertion.
- conda-linux-64.lock type Resource assertion.
- conda-linux-64.lock type MediaObject assertion.
- conda-osx-64.lock type Resource assertion.
- conda-osx-64.lock type MediaObject assertion.
- environment.yml type Resource assertion.
- environment.yml type MediaObject assertion.
- requirements.txt type Resource assertion.
- requirements.txt type MediaObject assertion.
- forest-modelling-treecrown_detectreeRGB.ipynb type earth-scienceJupyterNotebook assertion.
- forest-modelling-treecrown_detectreeRGB.ipynb type Resource assertion.
- forest-modelling-treecrown_detectreeRGB.ipynb type MediaObject assertion.
- detectreeRGB type BibliographicResource assertion.
- detectreeRGB type Resource assertion.
- detectreeRGB type MediaObject assertion.
- 2919 type DefinedTerm assertion.
- mailto:environmental.ds.book@gmail.com type Person assertion.
- mailto:environmental.ds.book@gmail.com type Agent assertion.
- 1c34ed98-352e-4a1b-b3d2-572e15fab0d8 type Place assertion.
- 94cadbd6-77a4-449d-b0fd-2a34f8d2f196 type GeoShape assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 mainEntity "Jupyter Notebook" assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 wasDerivedFrom 94486a7f-e046-461f-bbb9-334ec7b57040 assertion.
- 632 description "" assertion.
- zenodo.5494629 description "Contains input Datasets of detectreeRGB AI4ER MRes Project used in the Jupyter notebook of Tree crown delineation using detectreeRGB" assertion.
- zenodo.6387953 description "Contains outputs, (vector, raster and figures), generated in the Jupyter notebook of Tree crown delineation using detectreeRGB" assertion.
- forest-modelling-treecrown_detectreergb description "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book." assertion.
- 6bc62582-2f11-4983-a51c-0af32459eca6 description "The research object refers to the Tree crown delineation using detectreeRGB notebook published in the Environmental Data Science book. Purpose: Accurately delineating trees using detectron2, a library that provides state-of-the-art deep learning detection and segmentation algorithms. Modelling approach: An established deep learning model, Mask R-CNN was deployed from detectron2 library to delineate tree crowns accurately. A pre-trained model, named detectreeRGB, is provided to predict the location and extent of tree crowns from a top-down RGB image, captured by drone, aircraft or satellite. detectreeRGB was implemented in python 3.8 using pytorch v1.7.1 and detectron2 v0.5. Further details can be found in the repository documentation. Highlights: detectreeRGB advances the state-of-the-art in tree identification from RGB images by delineating exactly the extent of the tree crown. We demonstrate how to apply the pretrained model to a sample image fetched from a Zenodo repository. Our pre-trained model was developed using aircraft images of tropical forests in Malaysia. The model can be further trained using the user’s own images" assertion.
- conda-linux-64.lock description "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" assertion.
- conda-osx-64.lock description "Lock conda file for osx-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" assertion.