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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20230608222956
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ID: 305013679
20230608222813
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ID: 305013698
20230608222334
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ID: 305013728
20230608225248
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ID: 305013563
20230608225302
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ID: 305013553
20230608225243
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ID: 305013567
20230608222317
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ID: 305013736
20230608222425
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ID: 305013720

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 6,784
No. of clones 31
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