Skip to main content

Toolbelt for PiePline training pipeline

Project description

PiePline toolbelt

Installation:

PyPI version PyPI Downloads/Month PyPI Downloads

pip install pietoolbelt

Install latest version before it's published on PyPi

pip install -U git+https://github.com/PiePline/pietoolbelt

Functional

  • Datasets
    • datasets.stratification - stratification by histogram
    • datasets.utils - set of datasets constructors that
  • Losses
    • losses.common - losses utils
    • losses.regression - regression losses
    • losses.segmentation - losses for single and multi-class segmentation
    • losses.detection - losses for detection task
  • Metrics
    • metrics.common - common utils for metrics
    • CPU - metrics, that calculates by numpy
      • metrics.cpu.classification - classification metrics
      • metrics.cpu.detection - detection metrics
      • metrics.cpu.regression - regression metrics
      • metrics.cpu.segmentation - segmentation metrics
    • Torch - metrics, that calculates by torch
      • metrics.torch.classification - classification metrics
      • metrics.torch.detection - detection metrics
      • metrics.torch.regression - regression metrics
      • metrics.torch.segmentation - segmentation metrics
  • Models
    • decoders.unet - UNet decoder, that automatically constructs by encoder
    • encoders.common - basic interfaces for encoders
    • encoders.inception - Inceptionv3 encoder
    • encoders.mobile_net - MobileNetv2 encoder
    • encoders.resnet - ResNet encoders
    • albunet - albunet model
    • utils - models utils
    • weights_storage - pretrained weights storage
  • Pipeline steps
    • regression.train - train step for regression task
    • regression.bagging - bagging step for regression task
  • img_matcher - image comparision and matching tool based on descriptors
  • mask_composer - mask composer tools that can effectively combine masks for regular, instance or multiclass segmentation
  • utils - some utils
  • viz - image visualisation tools

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distribution

pietoolbelt-0.3.3-py3-none-any.whl (56.2 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page