From 16421481e41761cbe6557c81841e8ffeee8b9d8d Mon Sep 17 00:00:00 2001 From: Jia Guo Date: Tue, 21 Sep 2021 10:46:33 +0800 Subject: [PATCH] add 0.5 readme --- python-package/README.md | 28 +++++++++++++++++++++++++--- 1 file changed, 25 insertions(+), 3 deletions(-) diff --git a/python-package/README.md b/python-package/README.md index 030ac20..1e57f69 100644 --- a/python-package/README.md +++ b/python-package/README.md @@ -45,13 +45,35 @@ Starting from insightface>=0.2, we use onnxruntime as inference backend. In the latest version of insightface library, we provide following model packs: +Name in **bold** is the default model pack. + +| Name | Detection Model | Recognition Model | Alignment | Attributes | Model-Size | +| -------------- | --------------- | ------------------- | ------------ | ---------- | ---------- | +| antelopev2 | SCRFD-10GF | ResNet100@Glint360K | 2d106 & 3d68 | Gender&Age | 407MB | +| **buffalo_l** | SCRFD-10GF | ResNet50@WebFace600K | 2d106 & 3d68 | Gender&Age | 326MB | +| buffalo_m | SCRFD-2.5GF | ResNet50@WebFace600K | 2d106 & 3d68 | Gender&Age | 313MB | +| buffalo_s | SCRFD-500MF | MBF@WebFace600K | 2d106 & 3d68 | Gender&Age | 159MB | +| buffalo_sc | SCRFD-500MF | MBF@WebFace600K | - | - | 16MB | + + + +Recognition Accuracy: + +| Name | MR-ALL | African | Caucasian | South Asian | East Asian | LFW | CFP-FP | AgeDB-30 | IJB-C(E4) | +| :-------- | ------ | ------- | --------- | ----------- | ---------- | ----- | ------ | -------- | --------- | +| buffalo_l | 91.25 | 90.29 | 94.70 | 93.16 | 74.96 | 99.83 | 99.33 | 98.23 | 97.25 | +| buffalo_s | 71.87 | 69.45 | 80.45 | 73.39 | 51.03 | 99.70 | 98.00 | 96.58 | 95.02 | + +*buffalo_m has the same accuracy with buffalo_l.* + +*buffalo_sc has the same accuracy with buffalo_s.* + -| Name | Detection Model | Recognition Model | Alignment | Attributes | -| ----------------------- | ----------------- | ----- | ----- | ----- | -| **antelopev2** | SCRFD-10GF | ResNet100@Glint360K | 2d106 & 3d68 | Gender&Age | **Note that these models are available for non-commercial research purposes only.** + + For insightface>=0.3.3, models will be downloaded automatically once we init ``app = FaceAnalysis()`` instance. For insightface==0.3.2, you must first download the model package by command: