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Delanoe Pirard
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A newer version of the Gradio SDK is available: 6.1.0

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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[0.1.0] - 2024-12-03

Added

  • Model Caching: ~200x faster model loading after first use via ModelCache singleton
  • Adaptive Batching: Automatic batch size optimization based on available GPU memory
    • batch_inference() method with batch_size="auto" option
    • get_optimal_batch_size() for memory-aware batch sizing
  • CLI Batching Options: --batch-size, --max-batch-size, --target-memory-utilization
  • Apple Silicon Optimizations: Smart CPU/GPU preprocessing selection for MPS
  • GPU Preprocessing: Kornia-based GPU preprocessing with NVJPEG support on CUDA
  • Comprehensive Benchmarks: Performance comparison scripts and documentation
  • PyPI Package: Published as awesome-depth-anything-3
  • CI/CD: GitHub Actions for testing, linting, and PyPI publishing
  • HF Spaces Demo: Interactive Gradio demo on Hugging Face
  • Colab Tutorial: Interactive notebook with examples

Changed

  • Package renamed from depth-anything-3 to awesome-depth-anything-3
  • Improved error handling in CLI commands
  • Better logging with configurable levels

Credits

This package is an optimized fork of Depth Anything 3 by ByteDance. All model architecture and weights are their work. See README for full attribution.