google-ai-edge
google-ai-edge Joined Nov 2023 View on GitHub
- Stars
- 80,134
- across 16 public repos
- Rank
- #305
- of 94,908 organizations, top 0.3%
- Down 2 places this week
Repositories with 50+ stars
| Rank | Repository | Language | Stars |
|---|---|---|---|
| 871 | Cross-platform, customizable ML solutions for live and streaming media. | C++ | 37,647 |
| 1,699 | A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally. | Kotlin | 25,275 |
| 9,021 | LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models on edge devices. | C++ | 6,860 |
| 18,641 | LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization | C++ | 3,586 |
| 23,509 | Jupyter Notebook | 2,887 | |
| 42,945 | A modern model graph visualizer and debugger | JavaScript | 1,596 |
| 60,706 | Support PyTorch model conversion with LiteRT. | Jupyter Notebook | 1,110 |
| 127,216 | LiteRT and LiteRT-LM sample apps, model recipes, agent skills and utilities. | Python | 493 |
| 230,700 | GPU-Accelerated AI/ML Inference | C++ | 249 |
| 259,488 | Deprecated: now LiteRT Quantizer | Python | 216 |
| 450,068 | A collection of examples for the MediaPipe Task APIs that can run fully inside your browser. | TypeScript | 110 |
| 810,219 | A convenient CLI to streamline LiteRT related development workflows, including converting, quantizing, compiling, managing, running, benchmarking and visualizing LiteRT (TFLite) models on various... | Python | 52 |
Among 94,908 organizations
63k–100k stars: 207 organizations, including google-ai-edge
Stars along the bottom, and organizations in each band on a log scale
Where the stars are
Languages
- C++ 48.3k stars, 60% · 4 repos
- Kotlin 25.3k stars, 32% · 1 repo
- Jupyter Notebook 4k stars, 5% · 2 repos
- JavaScript 1.6k stars, 2% · 1 repo
- Python 761 stars, 1% · 3 repos
- TypeScript 110 stars, <1% · 1 repo
When they were made
12 repos with 50+ stars, made between 2019 and 2026
Quick stats
- Next rank
- +145 stars to reach #304
- Next milestone
- +110,770 stars to reach the top 0.1%
- Public repos
- 16, 12 with 50+ stars
- Popular repos
- 7 over 1k stars, 2 over 10k stars
- Top repo
- mediapipe, #871 of all repos, 47% of stars
- Smaller repos
- 53 stars from repos under 50