Released ailia SDK 1.2.6
Introducing version 1.2.6 of ailia SDK, a cross-platform, GPU-enabled, fast AI inference framework.
Added the ability to omit prototxt when using ONNX.
Added the ability to omit the prototxt when using ONNX. Previously, ONNX was instantiated as follows.
net = ailia.Net(“a.onnx.prototxt”,”a.onnx”)
Since ailia SDK 1.2.6, prototxt can be omitted as follows.
net = ailia.Net(None,”a.onnx”)
For Unity, specify null.
model.OpenFile(null,”a.onnx”)
In the case of C/C++, simply omit ailiaOpenStreamFile.
Enhanced layer support
We have added 5D input support for Softmax, ReduceSum, and Gather, 1D input support for Deconvolution. We also added Metal support for Space2Depth, 3DConvolution, and Split on macOS. This will allow you to run a wider range of models faster.
Add run API to ailia Python API
In order to improve consistency with ONNX Runtime, a new run API has been added. In the case of the conventional ailia predict API, if the input is a Tensor, the output is also a Tensor, and if the input is an Array, the output is also an Array, but with the new run API, the output is always an Array.
PoseEstimator API has been optimized for speed
The pre-processing and post-processing code included in the ailia PoseEstimator API has been optimized for speed. In the RTX2080 environment, LightWeightHumanPoseEstimation runs in about 12ms, enabling real-time skeleton detection.
Support for new AI models
The following models compatible with 1.2.6 have been added to ailia MODELS. ailia SDK now supports more than 100 models, bringing the total to 110 models.
3dmpe posenet : 3D skeletal estimation
Efficient pose : 2D skeleton estimation
Person reid baseline : Same person determination
Source seperation : separation of sound sources
axinc-ai/ailia-models
Noisy speech (audio file) Audio from creative commons youtube videos…
github.com
Yet-Another-Anime-Segmenter : Segmentation of Anime style Images
EAST : Extract text area
Style2paints : Auto Color
Crnn.pytorch : OCR for English
deep-text-recognition-benchmark : English OCR
PointNet.pytorch : Segmentation of point clouds
Pixel-Link : Text area extraction
Pytorch-dc-tts : Speech Synthesis Model for English
ax Inc. has developed the ailia SDK, which enables cross-platform, GPU-based rapid inference. ax Inc. provides a wide range of services from consulting, model creation, SDK provision of SDKs, development of AI-based applications and systems, to support Please feel free to contact us as we offer a total solution for.
