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Data annotation workflow- Development Seed

Agenda

Data & Annotation team

Development Seed’s Data and Annotation team produces high-quality geodata and machine learning labels

Data & Annotation team •

=============Workflow==================

Classification

chip-ahoy

https://developmentseed.org/chips-ahoy/

Object Detection

Cvat

https://www.cvat.ai/

Segmentation

photopea

https://skytruth.surge.sh/?raster_url=https://uc1e9dc4b75b1c037d1120f6dc6b.dl.dropboxusercontent.com/cd/0/inline/CBl5_ppuQiUrxQpZ5o7QcnW-vuYwSiiMwDdgVQJ-fqn97MkR9zPIOeDwi3T-NHR4D7Jl_cDKQd3f-MhSrwk-G9mhE0sdBKTnHr_x0zzYid9O8wcRrLhMTdDDf7OUmWxHgKI91XhSWeIf0EVSQzld5fhR/file#@png_detection_v1_url=---@png_all_infra_url=---@png_leaky_infra_url=---

https://skytruth.surge.sh/?raster_url=https://uc336ae0f36f750a94aa5a4eaed8.dl.dropboxusercontent.com/cd/0/inline/CBl2M3L8Aq0V3Dz3YZuQLBiuwE2pcSb81xHH2TxgaQ-uOYYmC0WyGSSysY_tckzmmvU27Y9sdqVdqa30P_pwDfEGjgVu-8hDZnYQ4FLO-5NtOvhkbSm9aOOwbVTtXJXmCOWg6MQquUZhu8xfM6LTozmV/file#@png_detection_v1_url=---@png_all_infra_url=---@png_leaky_infra_url=---

https://skytruth.surge.sh/?raster_url=https://uc1db997720d9f839dbfe306173f.dl.dropboxusercontent.com/cd/0/inline/CBmoUljg338pdEhag_HeKBFTYeKzgPJkD0sJZCQRx25ubfmvEcqYmVaaXFmOLZOUfFPxX9IswOoCGwJwcfIqtHOB4zGZw1I0YjUhdR-bfT7pRTc63rsqffTUGRCgkxh_E2xrkSf78ZmIkW-r2Ojs29Kk/file#@png_detection_v1_url=---@png_all_infra_url=---@png_leaky_infra_url=---

Distribution of the job in Photopea

DS- annotate

http://ds-annotate-staging.s3-website-us-east-1.amazonaws.com/?classes=building,00FFFF%7Croad,FF00FF&project=SENAMHI&imagery_type=tms&imagery_url=https://titiler.xyz/cog/tiles/WebMercatorQuad/%7Bz%7D/%7Bx%7D/%7By%7D@1x?url=https%3A%2F%2Fds-annotate.s3.amazonaws.com%2FOrtofoto_cog.tif&bidx=1&bidx=2&bidx=3&project_bbox=-71.9403371886047,-13.54782005932238,-71.92889744305755,-13.541137926363792

https://devseed.com/ds-annotate/?classes=building,00FFFF%7Croad,FF00FF&project=SENAMHI&imagery_type=tms&imagery_url=https://titiler.xyz/cog/tiles/WebMercatorQuad/%7Bz%7D/%7Bx%7D/%7By%7D@1x?url=https%3A%2F%2Fds-annotate.s3.amazonaws.com%2FOrtofoto_cog.tif&bidx=1&bidx=2&bidx=3&project_bbox=-71.9403371886047,-13.54782005932238,-71.92889744305755,-13.541137926363792

Job distribution for segmentation work

https://tasks.developmentseed.org/

OSM SEED

GitHub - developmentseed/osm-seed: A collection of Dockerfiles to run a containerized version of OpenStreetMap

A collection of Dockerfiles to run a containerized version of OpenStreetMap - GitHub - developmentseed/osm-seed: A collection of Dockerfiles to run a containerized version of OpenStreetMap

GitHub - developmentseed/osm-seed: A collection of Dockerfiles to run a containerized version of OpenStreetMap • github.com

GeoKit (geo tools)

GitHub - developmentseed/geokit

Contribute to developmentseed/geokit development by creating an account on GitHub.

GitHub - developmentseed/geokit • github.com

Gracias

Contactos:

Ruben Lopez Mendoza

https://www.linkedin.com/in/rub21/

https://github.com/Rub21

ruben@developmentseed.org