Comments (4)
MaxLingwei
commented on August 22, 2024
1
Oh, I understand.
Thank you very much. You help me a lot.
from cnn_face_detection.
anson0910
commented on August 22, 2024
Hi,
For the training set, you can use the AFLW dataset for positive samples, and any images without faces for negative samples.
The reason why different sizes of crops are taken from images for training is to create as many negative samples as possible from a single image, and caffe will automatically convert them to 12*12 pixel images if set properly in the prototxt file.
from cnn_face_detection.
MaxLingwei
commented on August 22, 2024
Oh, I see. Thank you very much.
And I have another question. Why do you save negative samples into different directory? Why don't just save all negative samples in the same folder?
from cnn_face_detection.
anson0910
commented on August 22, 2024
Oh, that's just for a silly reason, Nautilus on Ubuntu crashes when opening folders containing too many files, haha
from cnn_face_detection.
Related Issues (20)
- approximate Threshold T1 and T2 HOT 4
- About the result after running HOT 4
- Number of face detected in 2002/07/19/big/img_352.jpg HOT 1
- A question about the cascade cnn HOT 2
- About the face size in create_face_12c.sh HOT 6
- How to train calibration nets?
- 3000 images without any faces (negative images) HOT 2
- How to implement the Multi-resolution net structure HOT 5
- Speed Problem HOT 1
- AFLW new website can't find AFLW_Faces.txt HOT 1
- create negative_py HOT 9
- train_val.prototxt about FCN HOT 3
- many false face HOT 1
- calibration_AFLW.py new code HOT 5
- Resize images when creatiing LMDB file HOT 2
- About the training step HOT 1
- About the test result HOT 1
- How to get the file face12c_full_conv.caffemodel HOT 2
- How to python caffe to test the model
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 cnn_face_detection.