Edge Impulse Experts / Surgery Inventory Synthetic NVIDIA Public
Target: Nvidia Jetson Orin Nano 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

Jetson Orin Nano

Nvidia Jetson Orin Nano

100 ms

8388608 kB

134217728 kB

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Run #6 - Jetson Orin Nano (Apr 02 2024, 12:56:35, failed) Run #5 - Jetson Orin Nano (Apr 01 2024, 09:47:53, failed) Run #4 - Jetson Orin Nano (Mar 31 2024, 21:34:43, cancelled) Run #3 - Jetson Orin Nano (Mar 31 2024, 09:19:59, cancelled) Run #2 - Jetson Orin Nano (Mar 29 2024, 20:24:13, failed) Run #1 - Jetson Orin Nano (Mar 29 2024, 19:41:06, finished)
grayscale-fomo-44e
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

160 |
160

IMAGE

Grayscale

OBJECT DETECTION (IMAGES)

0.01 | 60

FOMO (MobileNetV2 0.35) | float32

grayscale-fomo-6e3
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

128 |
128

IMAGE

Grayscale

OBJECT DETECTION (IMAGES)

0.01 | 30

FOMO (MobileNetV2 0.1) | float32

rgb-fomo-72e
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30

FOMO (MobileNetV2 0.1) | float32

grayscale-fomo-0e5
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

160 |
160

IMAGE

Grayscale

OBJECT DETECTION (IMAGES)

0.01 | 30

FOMO (MobileNetV2 0.1) | float32

grayscale-fomo-ce4
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

96 |
96

IMAGE

Grayscale

OBJECT DETECTION (IMAGES)

0.01 | 60

FOMO (MobileNetV2 0.35) | float32

rgb-fomo-1ad
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30

FOMO (MobileNetV2 0.1) | float32

rgb-fomo-910
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

160 |
160

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.1 | 60

FOMO (MobileNetV2 0.1) | float32

rgb-fomo-bfb
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

128 |
128

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.1 | 60

FOMO (MobileNetV2 0.1) | float32

rgb-fomo-faa
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.01 | 30

FOMO (MobileNetV2 0.35) | float32

rgb-fomo-be4
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

96 |
96

IMAGE

RGB

OBJECT DETECTION (IMAGES)

0.1 | 30

FOMO (MobileNetV2 0.35) | float32

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