Fix

• Fix wrong type for LossMulticlassLog (#282)
  • Origin of issue is from https://github.com/takuya-takeuchi/FaceRecognitionDotNet/issues/205 and https://github.com/takuya-takeuchi/FaceRecognitionDotNet/issues/206
• Fix wrong type for load_mnist_dataset (#283)

Misc

• bump Newtonsoft.Json from 12.0.3 to 13.0.1 in /examples/ASP.NET/FaceDetection.Client (#279)

Fix

• Dlib.ChineseWhispers labels.Length double facecount on centos7. but on Windows it works fine. (#272)

Feature

• Support Cuda 11.2 (#249)
• Support Xamarin (#258)
• Add Adam for DnnTrainer (#267)

Fix

• Remove System.Drawing from Extension (#263)

NOTE

Xamarin support is not completed yet

Fix

• CentOS libs of DlibDotNet.MKL was broken
• OSX libs of DlibDotNet remove dependencies of libjpeg

Note

• Source code has no changes.
• This version is wrong number.

Feature

• Add new interface of Deserialize method for ShapePredictor, LossMetric, LossMmod, LossMulticlassLog and LossMulticlassLogPerPixel

Note

This version is wrong. Proper version is 19.21.0.20210207

Feature

• Add new interface of ObjectDetector.Operator<U>

Breaking

• ObjectDetector.Operator<U> returns by using out parameter instead of return value

Feature

• Support CUDA 11.0 and 11.1
  • These version depends on cudnn 8
• Add LoadPng from png buffer

Breaking

• Drop support cuda target architecture sm30 due to dlib version up