MJRoBot (Marcelo Rovai) / Raspi - Object Detection Public
Target: Raspberry Pi 4 Clone this project
Experiments EON Tuner
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

No name set

Raspberry Pi 4

1000 ms

8388608 kB

33554432 kB

Filters

Status

DSP type

Model type

View

Data set

Variant

Sort

General

F1-score

Precision

Recall

Run #1 (Sep 06 2024, 20:13:18, finished)
94%
rgb-fomo-ee7
PERFORMANCE
LATENCY
30 ms of 1000 ms
RAM
2430 kB of 8388608 kB
ROM
65 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 60 | 94%

FOMO (MobileNetV2 0.1) | int8

9/6/2024, 9:10:05 PM

89%
rgb-fomo-567
PERFORMANCE
LATENCY
30 ms of 1000 ms
RAM
2430 kB of 8388608 kB
ROM
65 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30 | 89%

FOMO (MobileNetV2 0.1) | int8

9/6/2024, 9:19:17 PM

89%
rgb-ssd-53c
PERFORMANCE
LATENCY
387 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 60 | 89%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 8:41:32 PM

83%
rgb-ssd-bad
PERFORMANCE
LATENCY
430 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30 | 83%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 8:51:37 PM

83%
rgb-ssd-dc4
PERFORMANCE
LATENCY
372 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30 | 83%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 8:24:55 PM

39%
rgb-ssd-3c7
PERFORMANCE
LATENCY
393 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 60 | 39%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 9:25:01 PM

39%
rgb-ssd-9a4
PERFORMANCE
LATENCY
388 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 60 | 39%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 9:06:24 PM

6%
rgb-ssd-c8d
PERFORMANCE
LATENCY
402 ms of 1000 ms
RAM
Not available for this model
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 30 | 6%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 8:51:30 PM

rgb-fomo-431
PERFORMANCE
LATENCY
33 ms of 1000 ms
RAM
2434 kB of 8388608 kB
ROM
79 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.1 | 30 | 0%

FOMO (MobileNetV2 0.35) | int8

9/6/2024, 8:36:57 PM

6%
rgb-ssd-621
PERFORMANCE
LATENCY
393 ms of 1000 ms
RAM
4 kB of 8388608 kB
ROM
11226 kB of 33554432 kB
DSP NN Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.001 | 30 | 6%

MobileNetV2 SSD FPN-Lite | float32

9/6/2024, 8:24:53 PM

Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy