Release v1.5

New Demos and Examples

• Pipeline Demos
  • face enroll
  • pedestrian distance estimation
  • arcface
  • centerface
  • scrfd
  • yolo
• Examples
  • YOLOX
  • Segformer
  • Seghuman
  • Scrfd

New hardware backend support

• Support NVDLA by OpenDLA

New Tools support

• Align tool
  • ONNX align tool for compare the original onnx model with tmfile model
• Convert tools
  • ONNX
  • Caffe
  • MXNet
  • Darknet
  • TensorFlow (WIP)
  • TFLite (WIP)
• Optimize tools
  • segformer-opt
• Quantization tools
  • ACIQ
  • DFQ
  • EasyQuant

New Online Documents

• Remove the Markdown files of Online Documents into master branch

New Feature

• Refactor the python api

CI/CD

• Add model test module in CI action
• Add operator test module in CI action
• Add Backend devices runner in CI action
  • Khadas VIM3
  • Jeston AGX

P.S.

• NV GPU we have tested with the following devices
  • GeForce RTX 3090
  • GeForce GTX 1080Ti
  • QUADRO RTX 8000
  • Jetson AGX/NX/NANO
• VeriSilicon NPU we have tested with the following devices
  • A311D
  • S905D3
  • RV1109
  • RV1126
  • i.MX 8M Plus
  • JA310
• NVDLA we have tested with the following devices
  • ZCU102