BaseWeight Snap is an Android application that atttempts to recreate the functionality of the the HuggingFace Snap application. The goal of this application is to show that it's possible to run Multimodal models on Android using llama.cpp and libmtmd.
- Real-time object detection and weight estimation using llama.cpp and libmtmd
- Camera integration using CameraX
- Native C++ processing for optimal performance
- Support for arm64-v8a
- CameraX v1.3.2 for camera functionality
- llama.cpp with libmtmd for VLM functionality
- Android Studio
- CMake 3.22.1
- NDK version 28.0.12916984 rc3
- Minimum SDK: 28
- Target SDK: 35
app/src/main/cpp/- Native C++ codeapp/src/main/java/- Kotlin/Java source code- External dependencies:
- llama.cpp - symlinked into the
app/src/main/cppdirectory
- Clone the repository
- Symlink the llama.cpp repository in
app/src/main/cpp - Sync the project with Gradle files
- Build and run the application.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.