Arun Varghese / Waste Sorting With TinyML Public
Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

Waste Sorting With TinyML

Object detection

About this project

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Data (180 items)

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20230608231024
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ID: 305013453
20230608225100
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ID: 305013592
20230608230707
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ID: 305013544
20230608230715
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ID: 305013522
20230608222813
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ID: 305013698
20230608224825
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ID: 305013624
20230608230756
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ID: 305013493
20230608222418
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ID: 305013726

Model accuracy (Unoptimized (float32))

Validation set
100.0%
Test set
-

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency
1307 ms.
Peak RAM usage
239.1K
Flash usage
72.5K

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Dataset summary

Data collected
180 items
Labels
apple, bottle, paper

Project info

Project ID 236711
Project version 1
License Apache 2.0
No. of views 10,136
No. of clones 42
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