fastface
latest

Getting Started

  • Installation
  • Architectures
  • Pretrained Models

Core Concepts

  • Inference
  • Testing
  • Training
  • Export

API Reference

  • fastface
  • fastface.FaceDetector
  • fastface.metric
  • fastface.loss
  • fastface.transforms
  • fastface.dataset
  • fastface.utils
fastface
  • ⚑ FastFace Documentation
  • Edit on GitHub

⚑ FastFace Documentation

Version: 0.1.4

Easy-to-use face detection framework, developed using pytorch-lightning

  • πŸ”₯ Use pretrained models for inference with just few lines of code

  • πŸ“ˆ Evaluate models on different datasets

  • πŸ› οΈ Train and prototype new models, using pre-defined architectures

  • πŸš€ Export trained models with ease, to use in production

Getting Started

  • Installation
    • Latest Version
    • Specific Version
  • Architectures
    • LFFD: A Light and Fast Face Detector for Edge Devices
  • Pretrained Models
    • Model Zoo
    • Usage

Core Concepts

  • Inference
  • Testing
  • Training
  • Export
    • To Onnx
    • To TorchScript

API Reference

  • fastface
    • list_pretrained_models()
    • download_pretrained_model()
    • list_archs()
    • list_arch_configs()
    • get_arch_config()
  • fastface.FaceDetector
    • FaceDetector.build()
    • FaceDetector.build_from_yaml()
    • FaceDetector.from_checkpoint()
    • FaceDetector.from_pretrained()
    • FaceDetector.predict()
    • FaceDetector.add_metric()
    • FaceDetector.get_metrics()
  • fastface.metric
    • WiderFaceAP
    • AveragePrecision
    • AverageRecall
  • fastface.loss
    • BinaryFocalLoss
    • DIoULoss
  • fastface.transforms
    • Interpolate
    • ConditionalInterpolate
    • Padding
    • FaceDiscarder
    • Rotate
    • RandomGaussianBlur
    • ColorJitter
    • LFFDRandomSample
    • RandomRotate
    • RandomHorizontalFlip
    • Compose
  • fastface.dataset
    • WiderFaceDataset
    • FDDBDataset
  • fastface.utils
    • fastface.utils.box
    • fastface.utils.preprocess
    • fastface.utils.vis
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© Copyright 2021, Γ–mer BORHAN. Revision 4db5e4bb.

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