jefferson.sarmiento / worm pick assistant Public
The EON Tuner helps you quickly run hyper-parameter sweeps that explore different pre-processing + model architectures optimized for your defined objectives. Clone this project to use the EON Tuner.

Target

Run #2

Raspberry Pi 5

100 ms

8388608 kB

33554432 kB

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General

F1-score

Precision

Recall

67%
rgb-ssd-b74
PERFORMANCE
LATENCY
89 ms of 100 ms
RAM
4 kB of 8388608 kB
ROM
11229 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 30 | 67%

MobileNetV2 SSD FPN-Lite | float32

0 11/30/2025, 1:22:18 AM

67%
rgb-ssd-4ab
PERFORMANCE
LATENCY
86 ms of 100 ms
RAM
4 kB of 8388608 kB
ROM
11229 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 60 | 67%

MobileNetV2 SSD FPN-Lite | float32

0 11/30/2025, 1:17:04 AM

0%
rgb-ssd-e82
PERFORMANCE
LATENCY
73 ms of 100 ms
RAM
4 kB of 8388608 kB
ROM
11229 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 60 | 0%

MobileNetV2 SSD FPN-Lite | float32

0 11/30/2025, 1:17:38 AM

0%
rgb-ssd-5da
PERFORMANCE
LATENCY
80 ms of 100 ms
RAM
4 kB of 8388608 kB
ROM
11229 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30 | 0%

MobileNetV2 SSD FPN-Lite | float32

0 11/30/2025, 1:16:32 AM