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)
rgb-organization-2476-3d4
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 200
backbone mobilenet_v1_a0.1_96

rgb-organization-2659-527
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2659
Parameter Value
epochs 400
backbone mobilenet_v1_a0.25_160

rgb-organization-2476-bf1
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 300
backbone mobilenet_v1_a0.5_160

rgb-organization-2476-cad
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 120
backbone mobilenet_v2_a0.25_160

rgb-organization-2476-bf8
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 160
backbone mobilenet_v1_a0.5_160

rgb-organization-2476-adb
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 160
backbone mobilenet_v1_a0.1_160

rgb-organization-2659-ad7
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2659
Parameter Value
epochs 300
backbone mobilenet_v2_a0.25_160

rgb-organization-2476-872
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 300
backbone mobilenet_v1

rgb-organization-2659-161
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2659
Parameter Value
epochs 400
backbone mobilenet_v2_a0.25_96

rgb-organization-2476-227
PERFORMANCE
LATENCY
100 ms
RAM
8388608 kB
ROM
134217728 kB
Unused
IMAGE INPUT

320 |
320

IMAGE

RGB

ORGANIZATION BLOCK 2476
Parameter Value
epochs 120
backbone mobilenet_v2

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