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Project ideas and mentor guidance for ESIP members to participate in Google Summer of Code.
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Improve the Versatility and Tolerance of CNN in Crop Mapping #29

Open ZihengSun opened 4 years ago

ZihengSun commented 4 years ago

ESIP Member Organization Name

Your organization: George Mason University

Mentors

Ziheng Sun

Please list the names of available mentors

Information for Students

If you have special information / instructions for an application you should list/link to it here. If not you can delete it. Please keep in mind that we do have some general instructions for students at the ESIP Student Guide.

Project Idea: Improve the Versatility and Tolerance of CNN in Crop Mapping

Abstract

Improve the Versatility of CNN in Crop Mapping and the tolerance of noises in the data.

Technical Details

We change the classification workflow of CNN-based crop mapping to improve the versatility of the trained model and the tolerance of the noises in the training data (coming from remote sensing images and ground truth data).

Helpful Experience

Computer programming Machine learning Deep learning Python

First steps

Students doesn't need to do this before Google Summer of Code code period starts but will be good if they do just because they will be sure if this is how they want to spend the summer.

nachiketaraina commented 4 years ago

Is there any organization that has been finalized under gsoc for this very project so that we could start familiarising ourselves with their work as a student plus how can we get started at this i.e more insight on the dataset and the project in general

esip-lab commented 4 years ago

ESIP was not accepted as a GSoC mentor organization this year. We hope we will be selected next year!

On Mon, Mar 9, 2020 at 2:40 AM Nachiketa Raina notifications@github.com wrote:

Is there any organization that has been finalized under gsoc for this very project so that we could start familiarising ourselves with their work as a student plus how can we get started at this i.e more insight on the dataset and the project in general

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rohankrgupta commented 3 years ago

Hi, Is ESIP going to be a part of GSOC 2021 this year ? If yes, could you please provide more details about this specific task such as datasets and overview.

sriharishgeo commented 3 years ago

I would like to know is ESIP going to participate in GSOC 2021 Let me know the tasks and details

ZihengSun commented 3 years ago

Hi, thanks for the message! I think so. I will confirm with ESIP.

For details about the task and datasets, please take a look at the AgNet and AgNet-Dataset

sriharishgeo commented 3 years ago

Thanks a lot

On Mon, 18 Jan 2021, 20:32 Ziheng Sun, notifications@github.com wrote:

Hi, thanks for the message! I think so. I will confirm with ESIP and get back to you.

For details about the task and datasets, please take a look at the AgNet https://github.com/ESIPFed/Ag-Net and AgNet-Dataset https://github.com/ZihengSun/Ag-Net-Dataset

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ZihengSun commented 3 years ago

Forwarding the message: ESIP will not participate gsoc this year, may be next year. Thanks for your interests in this idea! Any questions please don't hesitate to contact.

sriharishgeo commented 3 years ago

Thanks for informing.

On Sat, 23 Jan 2021, 23:21 Ziheng Sun, notifications@github.com wrote:

Forwarding the message: ESIP will not participate gsoc this year, may be next year. Thanks for your interests in this idea! Any questions please don't hesitate to contact.

— You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/ESIPFed/gsoc/issues/29#issuecomment-766150619, or unsubscribe https://github.com/notifications/unsubscribe-auth/ASPSNPIB2VCAWZHMDFVVALDS3MEA7ANCNFSM4K5RJ5KQ .

das-ankur commented 2 years ago

Can I get the dataset and some other informations, I want to contribute on this particular project.