Update model card for yolov8-det
Browse files
README.md
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@@ -155,7 +155,8 @@ Row conventions in the table below:
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 49.77% | -0.72 | 35.10% | 14.78 | 41.93 | 57.4 | ~62 | [v-e23](https://edgefirst.studio/public/validation/v-e23/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 47.71% | -2.78 | 32.40% | 40.83 | 52.67 | 23.5 | ~24 | [v-bc9](https://edgefirst.studio/public/validation/v-bc9/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 49.78% | -0.71 | 35.10% | 91.09 | 129.24 | 74.0 | ~47 | [v-e0a](https://edgefirst.studio/public/validation/v-e0a/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 46.63% | -3.86 | 32.13% | 6.
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| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 49.80% | -0.69 | 35.22% | 13.20 | 24.86 | 64.9 | ~65 | [v-8df](https://edgefirst.studio/public/validation/v-8df/details?mode=charts) |
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| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 50.50% | +0.01 | 35.79% | 11.93 | 26.90 | 259.7 | ~259 | [v-91a](https://edgefirst.studio/public/validation/v-91a/details?mode=charts) |
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| Small | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 59.37% | -0.03 | 43.18% | 800.24 | 809.83 | 5.0 | ~1 | [v-e5a](https://edgefirst.studio/public/validation/v-e5a/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 59.42% | +0.02 | 42.91% | 38.45 | 73.13 | 25.0 | ~25 | [v-e24](https://edgefirst.studio/public/validation/v-e24/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 56.49% | -2.91 | 38.78% | 64.58 | 76.99 | 15.1 | ~15 | [v-bd7](https://edgefirst.studio/public/validation/v-bd7/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 59.43% | +0.03 | 42.90% | 294.17 | 329.36 | 26.9 | ~27 | [v-e11](https://edgefirst.studio/public/validation/v-e11/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 56.
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| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 58.52% | -0.88 | 42.34% | 30.36 | 45.07 | 28.8 | ~29 | [v-8ec](https://edgefirst.studio/public/validation/v-8ec/details?mode=charts) |
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| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 59.38% | -0.02 | 43.15% | 24.62 | 37.12 | 157.5 | ~157 | [v-922](https://edgefirst.studio/public/validation/v-922/details?mode=charts) |
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| Medium | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 64.70% | +0.02 | 48.46% | 2671.61 | 2687.79 | 1.5 | ~0 | [v-e5c](https://edgefirst.studio/public/validation/v-e5c/details?mode=charts) |
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@@ -251,7 +253,8 @@ Row conventions in the table below:
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 64.80% | +0.12 | 48.19% | 100.09 | 147.50 | 9.9 | ~10 | [v-e25](https://edgefirst.studio/public/validation/v-e25/details?mode=charts) |
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 61.65% | -3.03 | 43.55% | 126.27 | 138.71 | 7.8 | ~8 | [v-be5](https://edgefirst.studio/public/validation/v-be5/details?mode=charts) |
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 64.79% | +0.11 | 48.18% | 784.87 | 832.59 | 10.2 | ~10 | [v-e18](https://edgefirst.studio/public/validation/v-e18/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) β latency | Ara DVM | Smart |
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| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 63.88% | -0.80 | 47.67% | 56.26 | 71.51 | 16.9 | ~17 | [v-90a](https://edgefirst.studio/public/validation/v-90a/details?mode=charts) |
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| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 64.67% | -0.01 | 48.41% | 52.44 | 64.24 | 75.3 | ~75 | [v-92b](https://edgefirst.studio/public/validation/v-92b/details?mode=charts) |
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| 155 |
| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 49.77% | -0.72 | 35.10% | 14.78 | 41.93 | 57.4 | ~62 | [v-e23](https://edgefirst.studio/public/validation/v-e23/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 47.71% | -2.78 | 32.40% | 40.83 | 52.67 | 23.5 | ~24 | [v-bc9](https://edgefirst.studio/public/validation/v-bc9/details?mode=charts) |
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| Nano | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 49.78% | -0.71 | 35.10% | 91.09 | 129.24 | 74.0 | ~47 | [v-e0a](https://edgefirst.studio/public/validation/v-e0a/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 46.63% | -3.86 | 32.13% | 6.46 | 18.54 | 127.9 | ~131 | [v-a12](https://edgefirst.studio/public/validation/v-a12/details?mode=charts) |
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| Nano | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 46.63% | -3.86 | 32.13% | 6.87 | 49.38 | 210.8 | ~298 | [v-a13](https://edgefirst.studio/public/validation/v-a13/details?mode=charts) |
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| Nano | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 49.80% | -0.69 | 35.22% | 13.20 | 24.86 | 64.9 | ~65 | [v-8df](https://edgefirst.studio/public/validation/v-8df/details?mode=charts) |
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| Nano | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 50.50% | +0.01 | 35.79% | 11.93 | 26.90 | 259.7 | ~259 | [v-91a](https://edgefirst.studio/public/validation/v-91a/details?mode=charts) |
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| Small | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 59.37% | -0.03 | 43.18% | 800.24 | 809.83 | 5.0 | ~1 | [v-e5a](https://edgefirst.studio/public/validation/v-e5a/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 59.42% | +0.02 | 42.91% | 38.45 | 73.13 | 25.0 | ~25 | [v-e24](https://edgefirst.studio/public/validation/v-e24/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 56.49% | -2.91 | 38.78% | 64.58 | 76.99 | 15.1 | ~15 | [v-bd7](https://edgefirst.studio/public/validation/v-bd7/details?mode=charts) |
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| Small | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 59.43% | +0.03 | 42.90% | 294.17 | 329.36 | 26.9 | ~27 | [v-e11](https://edgefirst.studio/public/validation/v-e11/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 56.72% | -2.68 | 39.83% | 10.12 | 22.27 | 87.4 | ~88 | [v-a20](https://edgefirst.studio/public/validation/v-a20/details?mode=charts) |
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| Small | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 56.70% | -2.70 | 39.81% | 10.27 | 24.17 | 142.4 | ~142 | [v-a21](https://edgefirst.studio/public/validation/v-a21/details?mode=charts) |
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| Small | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 58.52% | -0.88 | 42.34% | 30.36 | 45.07 | 28.8 | ~29 | [v-8ec](https://edgefirst.studio/public/validation/v-8ec/details?mode=charts) |
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| Small | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 59.38% | -0.02 | 43.15% | 24.62 | 37.12 | 157.5 | ~157 | [v-922](https://edgefirst.studio/public/validation/v-922/details?mode=charts) |
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| Medium | ONNX FP32 (AWS Graviton Β· 4-core) | ONNX | β | 64.70% | +0.02 | 48.46% | 2671.61 | 2687.79 | 1.5 | ~0 | [v-e5c](https://edgefirst.studio/public/validation/v-e5c/details?mode=charts) |
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Smart | 64.80% | +0.12 | 48.19% | 100.09 | 147.50 | 9.9 | ~10 | [v-e25](https://edgefirst.studio/public/validation/v-e25/details?mode=charts) |
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β latency | LiteRT | Logical | 61.65% | -3.03 | 43.55% | 126.27 | 138.71 | 7.8 | ~8 | [v-be5](https://edgefirst.studio/public/validation/v-be5/details?mode=charts) |
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| Medium | NXP i.MX 95 + eIQ Neutron NPU (Verdin) β throughput | LiteRT | Smart | 64.79% | +0.11 | 48.18% | 784.87 | 832.59 | 10.2 | ~10 | [v-e18](https://edgefirst.studio/public/validation/v-e18/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) β latency | Ara DVM | Smart | 60.01% | -4.67 | 42.67% | 21.57 | 33.60 | 43.8 | ~44 | [v-a2e](https://edgefirst.studio/public/validation/v-a2e/details?mode=charts) |
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| Medium | NXP Ara240 (FRDM) β throughput | Ara DVM | Smart | 59.99% | -4.69 | 42.66% | 21.56 | 34.45 | 54.1 | ~54 | [v-a2f](https://edgefirst.studio/public/validation/v-a2f/details?mode=charts) |
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| Medium | Raspberry Pi 5 + Hailo-8L NPU | Hailo HEF | β | 63.88% | -0.80 | 47.67% | 56.26 | 71.51 | 16.9 | ~17 | [v-90a](https://edgefirst.studio/public/validation/v-90a/details?mode=charts) |
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| Medium | NVIDIA Jetson Orin Nano (TensorRT FP16) | TensorRT | β | 64.67% | -0.01 | 48.41% | 52.44 | 64.24 | 75.3 | ~75 | [v-92b](https://edgefirst.studio/public/validation/v-92b/details?mode=charts) |
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