Chamal Ayesh Wickramanayaka
Published © Apache-2.0

Image Classifier with EDEG IMPULSE

Image classifier to identify elephant from other objects. To make sure that they are not moving out of the safe zone.

BeginnerFull instructions provided3 hours590
Image Classifier with EDEG IMPULSE

Things used in this project

Software apps and online services

Edge Impulse Studio
Edge Impulse Studio

Story

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Schematics

ML workflow

Code

Upload dataset into Edge Impulse

BatchFile
# Upload all the "elephant" images

C:\Users\Chamal> edge-impulse-uploader --category split --label elephant human-wildlife-conflict/Elephant/Object/single_elephant/*.png
C:\Users\Chamal> edge-impulse-uploader --category split --label elephant human-wildlife-conflict/Elephant/Object/multiple_separate_elephants/*.png
C:\Users\Chamal> edge-impulse-uploader --category split --label elephant human-wildlife-conflict/Elephant/Object/multiple_obstructing_elephants/*.png
C:\Users\Chamal> edge-impulse-uploader --category split --label elephant human-wildlife-conflict/Elephant/Object/human_and_elephant/*.png

# Upload all the "non-elephant" images

C:\Users\Chamal> edge-impulse-uploader --category split --label non-elephant human-wildlife-conflict/Elephant/Object/human/*.png
C:\Users\Chamal> edge-impulse-uploader --category split --label non-elephant human-wildlife-conflict/Elephant/Object/goat/*.png

Credits

Chamal Ayesh Wickramanayaka

Chamal Ayesh Wickramanayaka

21 projects • 25 followers
Experienced software engineer with a passion for AI, IoT, and innovation, continuously seeking to learn and embrace new technologies.

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