The Problem
High resolution satellite products provide detailed snapshots of the Earth’s surface. In this working group, our community members examined the capabilities multiple ML techniques trained on Sentinel-2 data to develop accurate and robust land cover classification algorithm across Canada.
Working Group Leads / Advisors
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F5659f974-a0ed-40b2-8fc4-baab0a56693c%2Fme.jpg%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3D8cd20f6fd1ca27a5c06ec8d8417e8f91d9b2cab3f82fb1f2c58226a5f84237d1%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=1540c861-e192-494e-a4c4-4809f7aefc3b&cache=v2)
~ Fraser King | Lead
PhD.c @ University of Waterloo, Canada
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F406eb75c-2729-47af-9fe4-d7148198a4fb%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3Deb5acbfee697580d2542793932e5c7b40f08a51abbbc294b982fc5a2ac41cd71%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=3a9ef79e-4820-4939-b415-9bed234a4714&cache=v2)
Dr Andre Erler | Advisor
~ Senior Climate Scientist at Aquanty
Project Recipe
At Aggregate Intellect, we’re contextualizing the world’s technical knowledge! Find below the 25+ resources used to build out this project - contextualized & commented. If you felt it empowered you to build using cool new tech, thank us by telling a friend!
Data
Resulting Project Code & Sample
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2Fd655b9ea-806c-4311-8290-1426bfd0c0be%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3Ddfa96aedc14b571858b87234dc2f65ec4c7baf04fd3374bf61555706c040ecb0%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=74d62b85-0045-40d8-bc96-4523d873f31f&cache=v2)
Winners / Contributors
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F59cfdc43-4abf-461d-92d6-0848dadd9288%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3D65e5d8d58d4509177a6c31aef772a07fcb5a1d64d155b1074347608cb87a5848%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=aeab23a8-c977-4371-9136-827b62156b8e&cache=v2)
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F3a852d8a-da10-4bda-b40e-6f5a40afc9ce%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3Dd0091fc6c7e0407cedc1ad0ba33b648eeffda979295939d7872db2c1c98d0546%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=f47f2d21-2488-4633-a01c-dac0a8333891&cache=v2)
LinkedIn: Jason
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F9e7df247-763d-4154-9f0b-1736acc35c05%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3D6e6c0ba881df2cc57d7d0a19a6aa4e2db9dfaaf371287193b9004823c92cb18f%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=47305866-0109-4a8e-929a-22f3539a0a4c&cache=v2)
LinkedIn: Samuel
Others who reached the minimal goal
Team Jungle: Sajad yazdanparast, Afshin Amini
Team JP: Paola Andrea, Juan Manuel
Sponsor
Due to the generosity of our sponsor, we were able to give over $4000 in gifts & prizes to participants, leads & advisors.
![notion image](https://www.notion.so/image/https%3A%2F%2Fs3.us-west-2.amazonaws.com%2Fsecure.notion-static.com%2F506ed6b4-4ddb-4e00-a0d4-2f43159e8d1e%2FUntitled.png%3FX-Amz-Algorithm%3DAWS4-HMAC-SHA256%26X-Amz-Content-Sha256%3DUNSIGNED-PAYLOAD%26X-Amz-Credential%3DAKIAT73L2G45EIPT3X45%252F20230224%252Fus-west-2%252Fs3%252Faws4_request%26X-Amz-Date%3D20230224T205849Z%26X-Amz-Expires%3D86400%26X-Amz-Signature%3D1944ec775c13475ec22364012018fc0632815c7797eaae21fa6b1df0eb9411e8%26X-Amz-SignedHeaders%3Dhost%26x-id%3DGetObject?table=block&id=f7eac12b-ca33-4c06-a04c-ce06118de80c&cache=v2)
Wrap-up Session Recording
![Video preview](https://i.ytimg.com/vi/-MwJWBwJczw/hqdefault.jpg)