16kb Page Size Support

• All the latest Android packages from Google Maven are now supporting the Android 16kb page size.
• 0.10.26.1 includes also the support for ARM v7 CPUs (32-bit).

Bazel changes

• mediapipe task version bump
• Introduce new variant of TFLiteModelLoader::LoadFromPath that allows to specify the mmap mode
• Add DefaultSidePacketCalculator unit test under calculators/core
• Add a test parameter to ignore pixels above diff limit
• • Add MaskOverlayCalculator unit test under calculators/image
• Web LLM: make GetSizeInTokens work for first vision-capable models
• Log invalid format in proto lite mode.
• Needed in order to update Dawn to match the standard webgpu.h, here:
• Migrate InverseMatrixCalculator to API3
• Migrate WarpAffineCalculator to #mediapipe-api3 + introduce GetGenericContext
• Migrate landmark_projection_calculator to API3
• Inference calculator refactoring.
• Adding int32-vector output to constant side-packet calculator
• Switch usages of ShaderModuleWGSLDescriptor to ShaderSourceWGSL
• [mediapipe] update to Android SDK and NDK 26 -> 28
• Migrate world_landmark_projection_calculator to API3
• Migrate landmarks_refinement_calculator to API3
• [mediapipe] upgrade docker image to use JDK 21
• Cleanup projection calculator from reliance on C++ variable scoping and add a new test case.
• Update std::once_flag/call_once to absl::once_flag/call_once in OSS version

MediaPipe Tasks update

This section should highlight the changes that are done specifically for any platform and don't propagate to other platforms.

• Add audio modality support to LLM Inference API.
• [mediapipe] update opencv dependency