diff --git a/README.md b/README.md index 8e963157d1e20d2e5e104c8451263a3735ce1b88..eaed3833558fb1216b1a0f091d9d3ccc1e3d0628 100644 --- a/README.md +++ b/README.md @@ -11,30 +11,23 @@ Guidelines: Hardware Setup: - `CPU x86_64`: INTEL CPU i7-5930K @ 3.50GHz, 6 cores, 12 threads. - `CPU ARM`: Raspberry 4B, BCM2711B0 @ 1.5GHz (Cortex A-72), 4 cores, 4 threads. - ***Important Notes***: - The time data that shown on the following table presents the time elapsed from preprocess (resize is excluded), to a forward pass of a network, and postprocess to get final results. - The time data that shown on the following table is the median of 10 runs. Different metrics may be applied to some specific models. - View [benchmark/config](./benchmark/config) for more details on benchmarking different models. - -| Model | Input Size | CPU x86_64 (ms) | CPU ARM (ms) | -|-------|------------|-----------------|--------------| -| [YuNet](./models/face_detection_yunet) | 160x120 | 1.45 | 6.22 | -| [DB](./models/text_detection_db) | 640x480 | 137.38 | 2780.78 | -| [CRNN](./models/text_recognition_crnn) | 100x32 | 50.21 | 234.32 | -| [SFace](./models/face_recognition_sface) | 112x112 | 8.65 | 99.20 | -| [PP-ResNet](./models/image_classification_ppresnet) | 224x224 | 56.05 | 602.58 -| [PP-HumanSeg](./models/human_segmentation_pphumanseg) | 192x192 | 19.92 | 105.32 | +| [YuNet](./models/face_detection_yunet) | 160x120 | 1.45 | 6.22 | 12.18 | +| [DB](./models/text_detection_db) | 640x480 | 137.38 | 2780.78 | 220.52 | +| [CRNN](./models/text_recognition_crnn) | 100x32 | 50.21 | 234.32 | 196.15 | +| [SFace](./models/face_recognition_sface) | 112x112 | 8.65 | 99.20 | 24.88 | +| [PP-ResNet](./models/image_classification_ppresnet) | 224x224 | 56.05 | 602.58 | 98.64 | +| [PP-HumanSeg](./models/human_segmentation_pphumanseg) | 192x192 | 19.92 | 105.32 | 67.97 | + +*: Batch size is 1. ## License