From 1b22aa6a915abd8937390bb0ae120c4bce455c36 Mon Sep 17 00:00:00 2001 From: wxywb Date: Wed, 6 Apr 2022 13:52:31 +0800 Subject: [PATCH] add result images. Signed-off-by: wxywb --- README.md | 27 ++++++++++++++------------- __init__.py | 4 ++-- result1.png | Bin 0 -> 14047 bytes result2.png | Bin 0 -> 119295 bytes 4 files changed, 16 insertions(+), 15 deletions(-) create mode 100644 result1.png create mode 100644 result2.png diff --git a/README.md b/README.md index 62fd4d1..5876f78 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ ## Desription -This operator detects faces in the images by using RetinaFace Detector[1]. It will return the bounding box positions and the confidence scores of detected faces. This repo is a adapataion from [2]. +This operator detects faces in the images by using [RetinaFace](https://arxiv.org/abs/1905.00641) Detector. It will return the bounding box positions and the confidence scores of detected faces. This repo is a adapataion from [repo](https://github.com/biubug6/Pytorch_Retinaface). ## Code Example @@ -16,24 +16,29 @@ and use the pretrained RetinaFace to generate face bounding boxes. *Write the pipeline in simplified style*: ```python -from towhee import ops +import towhee -bboxes = dc.glob('nmb46.jpg') \ +towhee.glob('turing.png') \ .image_decode.cv2() \ .face_detection.retinaface() \ - .to_list() + .show() + ``` +result1 + *Write a same pipeline with explicit inputs/outputs name specifications:* ```python -from towhee import dc +import towhee -dc.glob['path']('./dog.jpg') \ +towhee.glob['path']('turing.png') \ .image_decode.cv2['path', 'img']() \ - .image_embedding.timm['img', 'vec'](model_name='resnet50') \ - .face_detection.retinaface() \ - .to_list() + .face_detection.retinaface['img', ('bbox','score')]() \ + .select('img', 'bbox', 'score').show() ``` + +result2 + ## Factory Constructor Create the operator via the following factory method. @@ -62,7 +67,3 @@ A face detection operator takes an image as input. it generates the bounding box ​ The detected face bounding boxes confident scores. -## Reference - -[1]. https://arxiv.org/abs/1905.00641 -[2]. https://github.com/biubug6/Pytorch_Retinaface diff --git a/__init__.py b/__init__.py index feafe9d..98ce600 100644 --- a/__init__.py +++ b/__init__.py @@ -14,6 +14,6 @@ from .retinaface import Retinaface -def retinaface(framework: str = 'pytorch'): - return Retinaface(framework) +def retinaface(): + return Retinaface() diff --git a/result1.png b/result1.png new file mode 100644 index 0000000000000000000000000000000000000000..f9e17d7c07dbb6cc397470b21ff7d5e6824c328e GIT binary patch literal 14047 zcmdtIWmsLw5-5sWa1tcAySux)gy8P(zVYDh1b2d4&>$hW2KPX4cY?!PWX_p0b7$V) z`{S+9<7>g($5 z8pzE|)6rSOMqPtc>jo=O{@P?M@WtXA9KCY~g>!2b}3$c-ns9i~Sium;6{CK!qva^bzd zO~7VU&ugN4__)f%V6yC(o{+^?5O{eKnA<7GW>A?jJXF$^RNxb1x6sMr>3cZj2r*r# zGVe}DWM`+8nOK-uj10g&aEe{+;I28CyxtHB+d4EgsL>hj>aqz%jr1Gos$tIx2vCF| 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