Update model card for yolov5-det
Browse files
README.md
CHANGED
|
@@ -164,7 +164,8 @@ Row conventions in the table below:
|
|
| 164 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 46.46% | -1.29 | 31.57% | 13.08 | 40.94 | 58.0 | ~60 | [v-e20](https://edgefirst.studio/public/validation/v-e20/details?mode=charts) |
|
| 165 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 44.44% | -3.31 | 29.26% | 39.12 | 51.13 | 24.5 | ~25 | [v-bc7](https://edgefirst.studio/public/validation/v-bc7/details?mode=charts) |
|
| 166 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 46.46% | -1.29 | 31.58% | 22.65 | 62.67 | 78.9 | ~47 | [v-e09](https://edgefirst.studio/public/validation/v-e09/details?mode=charts) |
|
| 167 |
-
| Nano | NXP Ara240 (FRDM) β latency | Ara DVM | Smart |
|
|
|
|
| 168 |
| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 45.97% | -1.78 | 31.57% | 14.67 | 26.44 | 66.6 | ~67 | [v-8de](https://edgefirst.studio/public/validation/v-8de/details?mode=charts) |
|
| 169 |
| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 47.77% | +0.02 | 32.93% | 8.54 | 23.99 | 271.2 | ~271 | [v-919](https://edgefirst.studio/public/validation/v-919/details?mode=charts) |
|
| 170 |
| Small | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 57.29% | -0.04 | 41.22% | 688.02 | 699.25 | 5.8 | ~1 | [v-e54](https://edgefirst.studio/public/validation/v-e54/details?mode=charts) |
|
|
@@ -212,7 +213,8 @@ Row conventions in the table below:
|
|
| 212 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 57.43% | +0.10 | 40.92% | 33.21 | 65.39 | 28.8 | ~29 | [v-e21](https://edgefirst.studio/public/validation/v-e21/details?mode=charts) |
|
| 213 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 54.52% | -2.81 | 37.10% | 59.58 | 71.59 | 16.3 | ~17 | [v-bd5](https://edgefirst.studio/public/validation/v-bd5/details?mode=charts) |
|
| 214 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 57.42% | +0.09 | 40.92% | 250.01 | 281.20 | 31.6 | ~32 | [v-e10](https://edgefirst.studio/public/validation/v-e10/details?mode=charts) |
|
| 215 |
-
| Small | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 54.
|
|
|
|
| 216 |
| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 56.13% | -1.20 | 40.02% | 29.36 | 43.90 | 32.1 | ~32 | [v-8eb](https://edgefirst.studio/public/validation/v-8eb/details?mode=charts) |
|
| 217 |
| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 57.32% | -0.01 | 41.24% | 22.04 | 34.77 | 174.6 | ~174 | [v-921](https://edgefirst.studio/public/validation/v-921/details?mode=charts) |
|
| 218 |
| Medium | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 63.30% | +0.01 | 47.00% | 1697.56 | 1706.65 | 2.4 | ~1 | [v-e55](https://edgefirst.studio/public/validation/v-e55/details?mode=charts) |
|
|
@@ -260,7 +262,8 @@ Row conventions in the table below:
|
|
| 260 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 63.42% | +0.13 | 46.86% | 77.47 | 120.05 | 12.7 | ~13 | [v-e22](https://edgefirst.studio/public/validation/v-e22/details?mode=charts) |
|
| 261 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 59.97% | -3.32 | 42.12% | 103.73 | 115.73 | 9.5 | ~10 | [v-be3](https://edgefirst.studio/public/validation/v-be3/details?mode=charts) |
|
| 262 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 63.42% | +0.13 | 46.87% | 604.31 | 647.61 | 13.2 | ~13 | [v-e17](https://edgefirst.studio/public/validation/v-e17/details?mode=charts) |
|
| 263 |
-
| Medium | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 60.
|
|
|
|
| 264 |
| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 62.40% | -0.89 | 46.17% | 57.38 | 72.71 | 16.2 | ~16 | [v-906](https://edgefirst.studio/public/validation/v-906/details?mode=charts) |
|
| 265 |
| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 63.31% | +0.02 | 46.96% | 44.49 | 56.80 | 88.2 | ~88 | [v-92a](https://edgefirst.studio/public/validation/v-92a/details?mode=charts) |
|
| 266 |
|
|
|
|
| 164 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 46.46% | -1.29 | 31.57% | 13.08 | 40.94 | 58.0 | ~60 | [v-e20](https://edgefirst.studio/public/validation/v-e20/details?mode=charts) |
|
| 165 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 44.44% | -3.31 | 29.26% | 39.12 | 51.13 | 24.5 | ~25 | [v-bc7](https://edgefirst.studio/public/validation/v-bc7/details?mode=charts) |
|
| 166 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 46.46% | -1.29 | 31.58% | 22.65 | 62.67 | 78.9 | ~47 | [v-e09](https://edgefirst.studio/public/validation/v-e09/details?mode=charts) |
|
| 167 |
+
| Nano | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 45.00% | -2.75 | 30.12% | 8.28 | 20.52 | 104.1 | ~106 | [v-a10](https://edgefirst.studio/public/validation/v-a10/details?mode=charts) |
|
| 168 |
+
| Nano | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 44.99% | -2.76 | 30.11% | 8.66 | 31.50 | 193.5 | ~194 | [v-a11](https://edgefirst.studio/public/validation/v-a11/details?mode=charts) |
|
| 169 |
| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 45.97% | -1.78 | 31.57% | 14.67 | 26.44 | 66.6 | ~67 | [v-8de](https://edgefirst.studio/public/validation/v-8de/details?mode=charts) |
|
| 170 |
| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 47.77% | +0.02 | 32.93% | 8.54 | 23.99 | 271.2 | ~271 | [v-919](https://edgefirst.studio/public/validation/v-919/details?mode=charts) |
|
| 171 |
| Small | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 57.29% | -0.04 | 41.22% | 688.02 | 699.25 | 5.8 | ~1 | [v-e54](https://edgefirst.studio/public/validation/v-e54/details?mode=charts) |
|
|
|
|
| 213 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 57.43% | +0.10 | 40.92% | 33.21 | 65.39 | 28.8 | ~29 | [v-e21](https://edgefirst.studio/public/validation/v-e21/details?mode=charts) |
|
| 214 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 54.52% | -2.81 | 37.10% | 59.58 | 71.59 | 16.3 | ~17 | [v-bd5](https://edgefirst.studio/public/validation/v-bd5/details?mode=charts) |
|
| 215 |
| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 57.42% | +0.09 | 40.92% | 250.01 | 281.20 | 31.6 | ~32 | [v-e10](https://edgefirst.studio/public/validation/v-e10/details?mode=charts) |
|
| 216 |
+
| Small | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 54.56% | -2.77 | 37.69% | 13.47 | 25.54 | 68.1 | ~68 | [v-a1e](https://edgefirst.studio/public/validation/v-a1e/details?mode=charts) |
|
| 217 |
+
| Small | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 54.54% | -2.79 | 37.67% | 13.50 | 26.58 | 96.3 | ~96 | [v-a1f](https://edgefirst.studio/public/validation/v-a1f/details?mode=charts) |
|
| 218 |
| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 56.13% | -1.20 | 40.02% | 29.36 | 43.90 | 32.1 | ~32 | [v-8eb](https://edgefirst.studio/public/validation/v-8eb/details?mode=charts) |
|
| 219 |
| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 57.32% | -0.01 | 41.24% | 22.04 | 34.77 | 174.6 | ~174 | [v-921](https://edgefirst.studio/public/validation/v-921/details?mode=charts) |
|
| 220 |
| Medium | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 63.30% | +0.01 | 47.00% | 1697.56 | 1706.65 | 2.4 | ~1 | [v-e55](https://edgefirst.studio/public/validation/v-e55/details?mode=charts) |
|
|
|
|
| 262 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 63.42% | +0.13 | 46.86% | 77.47 | 120.05 | 12.7 | ~13 | [v-e22](https://edgefirst.studio/public/validation/v-e22/details?mode=charts) |
|
| 263 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 59.97% | -3.32 | 42.12% | 103.73 | 115.73 | 9.5 | ~10 | [v-be3](https://edgefirst.studio/public/validation/v-be3/details?mode=charts) |
|
| 264 |
| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 63.42% | +0.13 | 46.87% | 604.31 | 647.61 | 13.2 | ~13 | [v-e17](https://edgefirst.studio/public/validation/v-e17/details?mode=charts) |
|
| 265 |
+
| Medium | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 60.72% | -2.57 | 43.55% | 24.38 | 36.41 | 39.0 | ~39 | [v-a2c](https://edgefirst.studio/public/validation/v-a2c/details?mode=charts) |
|
| 266 |
+
| Medium | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 60.70% | -2.59 | 43.54% | 24.36 | 37.19 | 47.0 | ~47 | [v-a2d](https://edgefirst.studio/public/validation/v-a2d/details?mode=charts) |
|
| 267 |
| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 62.40% | -0.89 | 46.17% | 57.38 | 72.71 | 16.2 | ~16 | [v-906](https://edgefirst.studio/public/validation/v-906/details?mode=charts) |
|
| 268 |
| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 63.31% | +0.02 | 46.96% | 44.49 | 56.80 | 88.2 | ~88 | [v-92a](https://edgefirst.studio/public/validation/v-92a/details?mode=charts) |
|
| 269 |
|