cloudless | Deep learning pipeline for orbital satellite data | Machine Learning library

by BradNeuberg Python Version: Current License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(3)Vulnerabilities Install Support

kandi X-RAY | cloudless Summary

cloudless is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. cloudless has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This project provides a classifier for detecting clouds in satellite remote sensing data using deep learning. Startups like Planet Labs have launched fleets of nanosats to image much of the earth daily; detecting clouds in these images to ignore or eliminate them is an important pre-processing step to doing interesting work with nanosat imagery. For example, if we are getting daily orbital photos of a location, we might want to detect changes over time, such as for automatically detecting deforestation, counting cars in parking lots, etc. Being able to first detect and eliminate clouds (which change often and could lead to false positives), is therefore important.

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Quality

Security

License

Reuse

Support

cloudless has a low active ecosystem.

It has 297 star(s) with 73 fork(s). There are 35 watchers for this library.

It had no major release in the last 6 months.

There are 11 open issues and 3 have been closed. On average issues are closed in 0 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of cloudless is current.

Quality

cloudless has 0 bugs and 0 code smells.

Security

cloudless has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

cloudless code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

cloudless is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

cloudless releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

cloudless saves you 647 person hours of effort in developing the same functionality from scratch.

It has 1501 lines of code, 76 functions and 32 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed cloudless and discovered the below as its top functions. This is intended to give you an instant insight into cloudless implemented functionality, and help decide if they suit your requirements.

Annotate training image
Return a random image
URL of the model

Get all kandi verified functions for this library.

cloudless Key Features

No Key Features are available at this moment for cloudless.

cloudless Examples and Code Snippets

No Code Snippets are available at this moment for cloudless.

Community Discussions

Trending Discussions on cloudless

How do I make a local execution action without account linking?

while ((ch = getchar()) != EOF) or declare int ch = getchar() in advance

unable to clearFocus and keep query in SearchView after submitting search

QUESTION

How do I make a local execution action without account linking?

Asked 2020-Feb-12 at 15:44

I am creating a home appliance to connect to google home. Can the device be cloudless using the local execution? The documentation and the example on GitHub suggest we need an oAuth server. Because the speaker is communicating directly with the appliance, is account linking even necessary? If an account is a must, how can we setup a local execution project that uses google sign for assistant? I am not seeing that option available.

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ANSWER

Answered 2020-Feb-12 at 15:44

Local execution still requires a cloud service as a backend and the cloud service will be used as a fallback if the local execution is not working. As such, account linking is also requried.

Source https://stackoverflow.com/questions/60180742

QUESTION

while ((ch = getchar()) != EOF) or declare int ch = getchar() in advance

Asked 2018-Oct-16 at 03:50

I am following the book "C Primer Plus" and encounter such a snippet of code:

...

ANSWER

Answered 2018-Oct-16 at 03:50

You're only getting char once, BEFORE the while loop. The char pointer never increments, so it never reaches EOF.

Just out of curiosity, have you been working with other languages like Python where methods are easily assigned to variables? It's a bit trickier in C, you need to use pointers:

Source https://stackoverflow.com/questions/52827548

QUESTION

unable to clearFocus and keep query in SearchView after submitting search

Asked 2017-Mar-30 at 14:05

App Structure: My Main Activity is also acting as a Search Activity with a SearchView in the ActionBar. When I search in the ActionBar I handle it with onNewIntent in the Main Activity. When the intent is ACTION_SEARCH I replace the current fragment in MainActivity (possibly nothing or a previous search fragment) with a new search fragment which then creates an ASyncTask to fetch some data from an API which then creates another ASyncTask to get more details about the data and then populates a list view in the fragment.

Problem: after performing a search the SearchView field is empty and focused again.

Goal: I want the SearchView to not be focused and the SearchText to stay in case the user wants to change it.

What I have succeeded with is closing the action view (and removing focus) with MenuItemCompat.collapseActionView()

I've tried clearFocus() and setQuery() and several other methods I've found by googling but nothing seems to work. I've also tried using both in the onQueryTextSumbit function onQueryTextListener without success. I've looked at how other Apps like F-Droid and Simpletask Cloudless achieve it and most of them use filters on already existing data, whereas I am using ASyncTasks, which I think could be a source of the problem.

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ANSWER

Answered 2017-Mar-30 at 14:05

So I found an alternative solution to what was proposed in the comments (Thank you regardless pskink). When my MainActivity received the SearchIntent it created a new search list Fragment (this was my mistake). I changed the search fragment creation to OnCreate in my MainActivity with a separate function to populate the already created fragment and now clearFocus() properly works in the onQueryTextSubmit function of my SearchView listener.

Source https://stackoverflow.com/questions/43100875

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install cloudless

You can download it from GitHub.
You can use cloudless like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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