Which Seeed Studio reServer industrial unit has 16 GB of memory? I want to run a bigger detection model on our NVR.

Question

Rapidflare · Accepted Answer

The **reServer industrial J4012** is the only reServer industrial system with 16 GB of memory. It runs on a Jetson Orin NX 16GB module.

**How the reServer industrial systems compare**

| Model | Jetson module | Memory | Max AI performance (INT8, sparse) | Lifecycle |
|---|---|---|---|---|
| **J4012** | Orin NX 16GB | **16 GB** | 100 TOPS | Active |
| J4011 | Orin NX 8GB | 8 GB | 70 TOPS | EOL |
| J3011 | Orin Nano 8GB | 8 GB | 40 TOPS | Active |
| J3010 | Orin Nano 4GB | 4 GB | 20 TOPS | Active |

**Why the J4012 suits an NVR with a bigger detection model:**
- **Most compute in the range:** up to 100 TOPS (INT8, sparse). The FP32 figure is 1.88 TFLOPS, which comes from the Orin NX module inside it.
- **Built for surveillance/NVR use:** 5 Ethernet ports, 4 of them with PoE, plus 2 bays for 2.5" drives and 128 GB of onboard storage.
- **Industrial design:** fanless, with a 12–36 V input. It runs from -20 to 60 °C, but only with airflow.
- **Status:** listed as Active, with JetPack 5.1.1 support.

If 16 GB turns out not to be enough, the same line includes the **reServer Industrial J501 Carrier Board**. It's a carrier board, not a complete system. It takes a Jetson AGX Orin 32GB or 64GB module and reaches up to 275 TOPS.

Seeed Studio reServer industrial unit with 16 GB of memory

Sources

Model	Jetson module	Memory	Max AI performance (INT8, sparse)	Lifecycle
J4012	Orin NX 16GB	16 GB	100 TOPS	Active
J4011	Orin NX 8GB	8 GB	70 TOPS	EOL
J3011	Orin Nano 8GB	8 GB	40 TOPS	Active
J3010	Orin Nano 4GB	4 GB	20 TOPS	Active