Open MaryElna opened 3 years ago
daniel-j-h
commented
3 years ago You are mounting your current directory to /data inside the container, and then you are accessing /data/model.toml.
Can you make you you have a model.toml file in your current directory? Check the config dir.
MaryElna
commented
3 years ago Dear Daniel After some tries I couldn't find model.toml file in my system, would you please guide me more or send me that file? Best Mary
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H. notifications@github.com wrote:
You are mounting your current directory to /data inside the container, and then you are accessing /data/model.toml.
Can you make you you have a model.toml file in your current directory? Check the config dir.
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daniel-j-h
commented
3 years ago It is the model configuration file in the robosat/config directory. You will need to modify the model and tge dataset config to your specific use case, because you are running the train command.
On December 17, 2020 3:59:15 PM UTC, MaryElna notifications@github.com wrote:
Dear Daniel> After some tries I couldn't find model.toml file in my system, would you> please guide me more or send me that file?> Best> Mary>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H. notifications@github.com> wrote:>
You are mounting your current directory to /data inside the container,> and then you are accessing /data/model.toml.>
Can you make you you have a model.toml file in your current directory?> Check the config dir.>
—> You are receiving this because you authored the thread.> Reply to this email directly, view it on GitHub>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278, or> unsubscribe>
https://github.com/notifications/unsubscribe-auth/AOOPU2QOJHPAAQH46ZWR7CTSVH5LDANCNFSM4U7H3GCQ> .>
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MaryElna
commented
3 years ago Dear Daniel I want to use your trained data model on my drone images to extract building footprints, how can I do it? I read the" RoboSat Tanzania" tutorial, but it seems to work with specific downloaded input data! Best Regards Mary https://www.openstreetmap.org/user/daniel-j-h/diary/44321
On Thu, Dec 17, 2020 at 8:49 PM Daniel J. H. notifications@github.com wrote:
It is the model configuration file in the robosat/config directory. You will need to modify the model and tge dataset config to your specific use case, because you are running the train command.
On December 17, 2020 3:59:15 PM UTC, MaryElna notifications@github.com wrote:
Dear Daniel> After some tries I couldn't find model.toml file in my system, would you> please guide me more or send me that file?> Best> Mary>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H. notifications@github.com> wrote:>
You are mounting your current directory to /data inside the container,> and then you are accessing /data/model.toml.>
Can you make you you have a model.toml file in your current directory?> Check the config dir.>
—> You are receiving this because you authored the thread.> Reply to this email directly, view it on GitHub>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278, or> unsubscribe>
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.>
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daniel-j-h
commented
3 years ago There is a pre-trained model for aerial imagery from Bavaria. You could use that and then fine tune on your own dataset (given you have labels).
What you have to do is
On December 23, 2020 8:54:15 AM UTC, MaryElna notifications@github.com wrote:
Dear Daniel I want to use your trained data model on my drone images to> extract building footprints, how can I do it? I read the" RoboSat> Tanzania" tutorial, but it seems to work with specific downloaded input> data!> Best Regards> Mary https://www.openstreetmap.org/user/daniel-j-h/diary/44321>
On Thu, Dec 17, 2020 at 8:49 PM Daniel J. H. notifications@github.com> wrote:>
It is the model configuration file in the robosat/config directory. You> will need to modify the model and tge dataset config to your specific use> case, because you are running the train command.>
On December 17, 2020 3:59:15 PM UTC, MaryElna notifications@github.com> wrote:> Dear Daniel>> After some tries I couldn't find model.toml file in my system, would> you>> please guide me more or send me that file?>> Best>> Mary>>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H.> notifications@github.com>> wrote:>>
You are mounting your current directory to /data inside the> container,>> and then you are accessing /data/model.toml.>>
Can you make you you have a model.toml file in your current> directory?>> Check the config dir.>>
—>> You are receiving this because you authored the thread.>> Reply to this email directly, view it on GitHub>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278,>
or>>
unsubscribe>>
<>
https://github.com/notifications/unsubscribe-auth/AOOPU2QOJHPAAQH46ZWR7CTSVH5LDANCNFSM4U7H3GCQ>
.>>
-- >> You are receiving this because you commented.>> Reply to this email directly or view it on GitHub:>> https://github.com/mapbox/robosat/issues/215#issuecomment-747530622>
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MaryElna
commented
3 years ago Dear Daniel I cant find the mentioned pre-trained model for aerial imagery from Bavarial, could you please explain me more, how can I find it?
On Thu, Dec 24, 2020 at 4:22 PM Daniel J. H. notifications@github.com wrote:
There is a pre-trained model for aerial imagery from Bavaria. You could use that and then fine tune on your own dataset (given you have labels).
What you have to do is
- get your dataset into slippy map format
- either run inference with the trained model, or fine tune if you have labels
On December 23, 2020 8:54:15 AM UTC, MaryElna notifications@github.com wrote:
Dear Daniel I want to use your trained data model on my drone images to> extract building footprints, how can I do it? I read the" RoboSat> Tanzania" tutorial, but it seems to work with specific downloaded input> data!> Best Regards> Mary https://www.openstreetmap.org/user/daniel-j-h/diary/44321>
On Thu, Dec 17, 2020 at 8:49 PM Daniel J. H. notifications@github.com> wrote:>
It is the model configuration file in the robosat/config directory. You> will need to modify the model and tge dataset config to your specific use> case, because you are running the train command.>
On December 17, 2020 3:59:15 PM UTC, MaryElna notifications@github.com> wrote:> Dear Daniel>> After some tries I couldn't find model.toml file in my system, would> you>> please guide me more or send me that file?>> Best>> Mary>>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H.> notifications@github.com>> wrote:>>
You are mounting your current directory to /data inside the> container,>> and then you are accessing /data/model.toml.>>
Can you make you you have a model.toml file in your current> directory?>> Check the config dir.>>
—>> You are receiving this because you authored the thread.>> Reply to this email directly, view it on GitHub>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278,>
or>>
unsubscribe>>
<>
https://github.com/notifications/unsubscribe-auth/AOOPU2QOJHPAAQH46ZWR7CTSVH5LDANCNFSM4U7H3GCQ
.>>
-- >> You are receiving this because you commented.>> Reply to this email directly or view it on GitHub:>> https://github.com/mapbox/robosat/issues/215#issuecomment-747530622>
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https://github.com/mapbox/robosat/issues/215#issuecomment-747579245, or> unsubscribe>
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.>
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daniel-j-h
commented
3 years ago You can find it in the releases here
https://github.com/mapbox/robosat/releases
On December 25, 2020 6:21:02 PM UTC, MaryElna notifications@github.com wrote:
Dear Daniel> I cant find the mentioned pre-trained model for aerial imagery from> Bavarial, could you please explain me more, how can I find it?>
On Thu, Dec 24, 2020 at 4:22 PM Daniel J. H. notifications@github.com> wrote:>
There is a pre-trained model for aerial imagery from Bavaria. You could> use that and then fine tune on your own dataset (given you have labels).>
What you have to do is>
- get your dataset into slippy map format>
- either run inference with the trained model, or fine tune if you have> labels>
On December 23, 2020 8:54:15 AM UTC, MaryElna notifications@github.com> wrote:> Dear Daniel I want to use your trained data model on my drone images> to>> extract building footprints, how can I do it? I read the" RoboSat>> Tanzania" tutorial, but it seems to work with specific downloaded> input>> data!>> Best Regards>> Mary https://www.openstreetmap.org/user/daniel-j-h/diary/44321>>
On Thu, Dec 17, 2020 at 8:49 PM Daniel J. H.> notifications@github.com>> wrote:>>
It is the model configuration file in the robosat/config directory.> You>> will need to modify the model and tge dataset config to your specific> use>> case, because you are running the train command.>>
On December 17, 2020 3:59:15 PM UTC, MaryElna> notifications@github.com>> wrote:>> Dear Daniel>>> After some tries I couldn't find model.toml file in my system,> would>> you>>> please guide me more or send me that file?>>> Best>>> Mary>>>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H.>> notifications@github.com>>> wrote:>>>
You are mounting your current directory to /data inside the>> container,>>> and then you are accessing /data/model.toml.>>>
Can you make you you have a model.toml file in your current>> directory?>>> Check the config dir.>>>
—>>> You are receiving this because you authored the thread.>>> Reply to this email directly, view it on GitHub>>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278,>>
or>>>
unsubscribe>>>
<>>
https://github.com/notifications/unsubscribe-auth/AOOPU2QOJHPAAQH46ZWR7CTSVH5LDANCNFSM4U7H3GCQ>
.>>>
-- >>> You are receiving this because you commented.>>> Reply to this email directly or view it on GitHub:>>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747530622>>
—>> You are receiving this because you authored the thread.>> Reply to this email directly, view it on GitHub>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747579245,>
or>>
unsubscribe>>
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.>>
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MaryElna
commented
3 years ago Dear Daniel please excuse me if I trouble you, I want to extract building footprints on raw drone images neither on orthophotos nor mosaic of them, is it possible to reach this goal with your trained model, if it is yes how can I prepare the slippy format of small cover drone images ? Best regards Mary
On Sat, Dec 26, 2020 at 1:23 AM Daniel J. H. notifications@github.com wrote:
You can find it in the releases here
https://github.com/mapbox/robosat/releases
On December 25, 2020 6:21:02 PM UTC, MaryElna notifications@github.com wrote:
Dear Daniel> I cant find the mentioned pre-trained model for aerial imagery from> Bavarial, could you please explain me more, how can I find it?>
On Thu, Dec 24, 2020 at 4:22 PM Daniel J. H. notifications@github.com> wrote:>
There is a pre-trained model for aerial imagery from Bavaria. You could> use that and then fine tune on your own dataset (given you have labels).>
What you have to do is>
- get your dataset into slippy map format>
- either run inference with the trained model, or fine tune if you have> labels>
On December 23, 2020 8:54:15 AM UTC, MaryElna notifications@github.com> wrote:> Dear Daniel I want to use your trained data model on my drone images> to>> extract building footprints, how can I do it? I read the" RoboSat>> Tanzania" tutorial, but it seems to work with specific downloaded> input>> data!>> Best Regards>> Mary https://www.openstreetmap.org/user/daniel-j-h/diary/44321>>
On Thu, Dec 17, 2020 at 8:49 PM Daniel J. H.> notifications@github.com>> wrote:>>
It is the model configuration file in the robosat/config directory.> You>> will need to modify the model and tge dataset config to your specific> use>> case, because you are running the train command.>>
On December 17, 2020 3:59:15 PM UTC, MaryElna> notifications@github.com>> wrote:>> Dear Daniel>>> After some tries I couldn't find model.toml file in my system,> would>> you>>> please guide me more or send me that file?>>> Best>>> Mary>>>
On Thu, Dec 17, 2020 at 7:53 AM Daniel J. H.>> notifications@github.com>>> wrote:>>>
You are mounting your current directory to /data inside the>> container,>>> and then you are accessing /data/model.toml.>>>
Can you make you you have a model.toml file in your current>> directory?>>> Check the config dir.>>>
—>>> You are receiving this because you authored the thread.>>> Reply to this email directly, view it on GitHub>>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747421278 ,>
or>>>
unsubscribe>>>
<>>
https://github.com/notifications/unsubscribe-auth/AOOPU2QOJHPAAQH46ZWR7CTSVH5LDANCNFSM4U7H3GCQ
.>>>
-- >>> You are receiving this because you commented.>>> Reply to this email directly or view it on GitHub:>>>
https://github.com/mapbox/robosat/issues/215#issuecomment-747530622>>
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or>>
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daniel-j-h
commented
3 years ago Without geo-referenced imagery, you will not be able to get vectorized shapes in world coordinates. You can still run the model on the images, tho, that will work. Unformtunately I really do not have the time to run this through with you step by step - I'm sorry.
MaryElna
commented
3 years ago thanks Daniel I found much easier deep learning platform and achieved desirable results!
On Tue, Jan 5, 2021, 3:59 PM Daniel J. H. notifications@github.com wrote:
Without geo-referenced imagery, you will not be able to get vectorized shapes in world coordinates. You can still run the model on the images, tho, that will work. Unformtunately I really do not have the time to run this through with you step by step - I'm sorry.
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Hi, I got this error: ( FileNotFoundError: [Errno 2] No such file or directory: '/data/model.toml') during of built Docker images installation using GPU, I run it on ubuntu v20.04.01 Here is what was appeared: Lia@Lia-GL553VD:~$ sudo docker run --runtime=nvidia -it --rm -v $PWD:/data --ipc=host mapbox/robosat:latest-gpu train --model /data/model.toml --dataset /data/dataset.toml --workers 4 Unable to find image 'mapbox/robosat:latest-gpu' locally latest-gpu: Pulling from mapbox/robosat 35c102085707: Pull complete 251f5509d51d: Pull complete 8e829fe70a46: Pull complete 6001e1789921: Pull complete 9f0a21d58e5d: Pull complete 47b91ac70c27: Pull complete a0529eb74f28: Pull complete 23bff6dcced5: Pull complete 6d10e7155e41: Pull complete 1077cd91e25b: Pull complete 17187e0cb362: Pull complete 59f16297861a: Pull complete a01b17d3e344: Pull complete 832b14d21211: Pull complete ec4844dbe142: Pull complete 5a77bff3a5ba: Pull complete 0c570f863b22: Pull complete bb1abf747bd6: Pull complete Digest: sha256:f4d0234287a9d7175554859cc70450cd3ef198c48b78dd4fd583d0d768a1db04 Status: Downloaded newer image for mapbox/robosat:latest-gpu Traceback (most recent call last): File "/usr/lib/python3.6/runpy.py", line 193, in _run_module_as_main "main", mod_spec) File "/usr/lib/python3.6/runpy.py", line 85, in _run_code exec(code, run_globals) File "/usr/src/app/robosat/tools/main.py", line 58, in
args.func(args)
File "/usr/src/app/robosat/tools/train.py", line 57, in main
model = load_config(args.model)
File "/usr/src/app/robosat/config.py", line 21, in load_config
return toml.load(path)
File "/opt/venv/lib/python3.6/site-packages/toml/decoder.py", line 111, in load
with io.open(_getpath(f), encoding='utf-8') as ffile:
FileNotFoundError: [Errno 2] No such file or directory: '/data/model.toml'
Thanks for any commands, Best Regards Mary