Openpifpaf Versions Save

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

v0.13.1

2 years ago
  • fix torch==1.9.0 and torchvision==0.10.0 to solve install issues

v0.13.0

2 years ago
  • major rewrite of the decoders to C++ backed by libtorch

v0.12.14

2 years ago
  • new NuScenes plugin #467, #472
  • new transformer backbones #463, #471, #481, #488: pretrained swin_s, swin_b, swin_t_input_upsample
  • new Apollo checkpoints #473
  • lazy ops for visualizer #490

v0.12.13

2 years ago
  • fix regression: avoid CenterPad when batch=1 #453
  • include draw time in "post" time #454

v0.12.12

2 years ago
  • constrain Pillow dependency below 8.3 for torchvision compatibility
  • Wholebody fixes #451
  • det decoder: nms by category and minor fix to nms suppression
  • debug: properly show crowd annotations in encoder debug plots

v0.12.11

2 years ago
  • wheels for aarch64
  • new pretrained models: mobilenetv3large and resnet18-cocodet
  • show: default output is now jpeg with image-dpi-factor=2.0
  • ONNX export with dynamic batch dimension

v0.12.10

3 years ago
  • new Guide tutorials: Wholebody, Apollo, Animals
  • Predictor API
  • MobileNetv3 backbone
  • BCE background clamp
  • support and CI tests for Python 3.9
  • fix for multiple metrics

v0.12.9

3 years ago
  • new tutorials: Custom Dataset and ApolloCar3D
  • bugfix: inverse ground-truth annotation for metric #399
  • scipy is now an optional dependency
  • binaries for Apple Silicon (universal2 and arm64)
  • automatically register plugins
  • pad before RotateUniform
  • area-of-interest based cropping now uses bounding box annotations and not keypoints
  • matplotlib 3.4 compatibility
  • ONNX 1.9 compatibility

v0.12.8

3 years ago
  • moved to github.com/openpifpaf/openpifpaf

v0.12.7

3 years ago
  • Apollo3D car model with 66 keypoints #376
  • new pretrained models for shufflenetv2k16 and shufflenetv2k30
  • new transforms.RotateUniform and transforms.RandomChoice #380
  • cython decoder.utils.Occupancy #381
  • refactor Stream source for video data #371
  • additional tests and minor changes for jit.script compatibility #377
  • improve visualization of occupancy map for debugging