Deep learning Workshop for Satellite Imagery - Data Processing (Part 1/3)
If your interested into deep learning for the satellite images, this full hands-on coding workshop is best resources for you. The full workshop is divided into following 3 parts:
1. Data Processing for the Satellite Imagery
2. Deep Learning with Satellite Image Data
3. Advance Deep Learning with Satellite Image Data
GitHub Resources:
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▬▬▬▬▬▬ ⏰ TUTORIAL TIME STAMPS ⏰ ▬▬▬▬▬▬
- (00:00) What is it?
- (01:45) All 3 Parts Intro
- (05:05) Satellite Data Fundamentals
- (14:05) Satellite Data Processing in Python
- (24:05) Processing Images
- (33:40) Patchify Images
- (39:10) Normalizing Images
- (45:00) Processing Mask Images
- (51:35) Rendering Images
- (57:00) Processing Labels
- (1:04:04) Creating RGB2Label Func
- (1:14:30) Creating Training and Test Data
- (1:20:05) Source Code at GitHub
Connect
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- Prodramp By Avkash (@prodramp)
- Website -
- LinkedIn -
- GitHub-
- AngelList -
- Facebook -
Content Creator: Avkash Chauhan (@avkashchauhan)
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Tags:
#tensorflow #satelliteimagery #deeplearning #keras #prodramp #avkashchauhan
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