Comments (2)
rectangle is added as following:
cv2_imshow(cv2.rectangle(im,(x,y),(x+w,y+h),(0,255,0),2))
I'd suggest numpy-approach for cropping, as:
crop_img = raw_img[y:y+h, x:x+w]
In dets object, we have b[0],b[1],b[2],b[3], where b[1], b[3] are y, y+h, and b[0], b[2] are x,x+w
Therefore, cropping goes as:
cropped = img_raw[b[1]:b[3], b[0]:b[2]]
Works like a charm!
from pytorch_retinaface.
You can refer to "_crop()" in https://github.com/biubug6/Pytorch_Retinaface/blob/master/data/data_augment.py for detials.
ps: It would calculate iou between box and crop_img.
from pytorch_retinaface.
Related Issues (20)
- Is it ok if we upload your models to Zenodo and distribute them?
- Fine-tuning Resnet 50 model
- Unable to find a compatible Visual Studio installation
- How to fit non-squared input?
- The form of bboxes is wrong!!!
- Mesh decoder HOT 1
- About the ratioHard Example Mining HOT 3
- Why can't we evaluate during the training? HOT 1
- Pretrained Model HOT 1
- [Refactor] Acclerate training based on MMEngine :rocket:
- How to train with custom dataset by using the pretrained model?
- Dataset
- Evaluation 评估失败,在widerface的三个子集上map值都为0 HOT 1
- What maximum FPS have you achieved?
- Why does the forward pass time become shorter with iterations?
- Why loop 100 times while testing begin in detect.py?
- 用celeba数据集训练的模型,摄像头测试时小脸的框会变大框不准 HOT 1
- How can I train using pth pretrained file? (For transfer learning)
- 用预训练的权重直接训练,为什么loss会这么高
- C++ and TensorRT implementation of yolov5face yolov7face yolov8face
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from pytorch_retinaface.