CHANGELOG.md

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.