label-maker

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Handling objects that straddle tiles

2

Given my understanding of how `label-maker` works, tile extents are static (and based on the mbtile files), and with `ml_type=='object-detection'`, objects that straddle tile boundaries will be split up in...

lewfish

In some places we force the dtype to be uint8 (i.e., integer on interval [0-255]). See [package.py](https://github.com/developmentseed/label-maker/blob/75edaec255cc45190e6ad690e240fb215541b4a7/label_maker/package.py#L83) for an example. In some situations, we might want to package tifs or...

wronk

Create example with non-API restricted imagery

1

Create an example using non-API restricted imagery so users can start using the tool more easily: - [South Africa Aerial](http://aerial.openstreetmap.org.za/) - [OpenAerialMap](https://openaerialmap.org/)

drewbo

Better generator integration/example

1

Creating a `data.npz` file may result in too large a file for some projects. At that point it may be better to read the training data in with a generator...

drewbo

`label-maker` has grown a lot in terms of options and examples, and all the new content has made it difficult to parse the README. We should move the docs and...

wronk

Store intermediate results as pickle

2

I was wondering what the thinking was behind choosing `np.save`/`np.load` instead of `pickle`. I was preparing data for a fairly small region and ended up with 156250 tiles in total....

betatim

Brainstorming replacing QA-Tiles

1

I need to rework my https://github.com/jremillard/images-to-osm project to use Mapbox tiles. The problem that label-maker is attempting to solve is right at the center of the planned rework. I just...

jremillard

Right now the process of obtaining and preparing OSM QA tiles is a bit slow because we: 1. Download an entire country QA file 2. Use `tippecanoe-decode` + `stream-filter.js` to...

drewbo

Bumps [pillow](https://github.com/python-pillow/Pillow) from 7.1.2 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@​radarhere] Updated zlib to 1.3 #7344 [@​radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...

dependabot[bot]

## Background A bug was recorded in #176. In my testing, the tiles written in the label files after running the code `label-maker labels` are partly out of the bounding...

SereinJannie