ACCA’s Case of Study

Navigate through the different lesson sections by using the menu on the lefthand side or the table of contents below.

Session Agenda

Date: 11/08/2023
Instructor(s): Lilly Thomas & Ryan Avery

Time Topics Presenter
08:30 - 09:00 Breakfast & Coffee / Meet and Greet -
09:00 - 12:15 ACCA's Case Studies:
  • Selective Logging detection with Deep Learning, Cloud Computing and high-resolution imagery in the Peruvian Amazon
  • Logging Roads detection using Deep Learning and high-resolution Sentinel-2 and Planet NICFI satellite imagery
  • Gold Mining Monitoring with Sentinel-2 and Convolutional Neural Networks
 Moderator:
  • Lilly Thomas (Development Seed)
Presenter:
  • Osmar Yupanqui (ACCA)
  • Marvin Quispe (ACCA)
  • Milagros Becerra (ACCA)
12:15 - 13:30 Lunch -
13:30 - 15:00
  • Data Annotation for Machine Learning
 Moderator:
  • Lilly Thomas (Development Seed)
Presenter:
  • Ruben Lopez (Development Seed)
  • Junior Flores (Development Seed)
15:00 - 15:30 Break -
15:30 - 16:30
  • Feedback and Questions
 Moderator:
  • Vanesa Martin (NASA)
  • Milagros Becerra (ACCA)
16:30 - 17:20
  • Final Presentation Session
  • Discussion between participants about data processing is interesting to be involved and exchanged
  • Oral overview
  • Closing photo
  • Day 4 wrap up
 Moderator:
  • Vanesa Martin (NASA)
  • Milagros Becerra (ACCA)
  • Osmar Yupanqui (ACCA)

Content

Gold Mining Monitoring with Sentinel-1 using LSTM’s:

Selective Logging Detection using Deep Learning and SkySat:

Data Annotation for Machine Learning: