umitkacar / awesome-tinymlLinks
TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.
☆21Updated last month
Alternatives and similar repositories for awesome-tinyml
Users that are interested in awesome-tinyml are comparing it to the libraries listed below
Sorting:
- Integrate an LLM copilot within your Keras model development workflow☆28Updated 2 years ago
- Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.☆12Updated last year
- Converts CLIP models to ONNX☆11Updated 2 years ago
- AI Edge Quantizer: flexible post training quantization for LiteRT models.☆82Updated this week
- A simple demo for utilizing grounding dino and segment anything v2 models together☆20Updated last year
- [EMNLP Findings 2024] MobileQuant: Mobile-friendly Quantization for On-device Language Models☆68Updated last year
- Real-time object detection using Florence-2 with a user-friendly GUI.☆30Updated 4 months ago
- A very simple tool for situations where optimization with onnx-simplifier would exceed the Protocol Buffers upper file size limit of 2GB,…☆17Updated 2 months ago
- Simple tool to combine(merge) onnx models. Simple Network Combine Tool for ONNX.☆18Updated 2 months ago
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14Updated last year
- Python scripts performing optical flow estimation using the NeuFlowV2 model in ONNX.☆52Updated last year
- Get an OpenCV video capture from an YouTube video URL☆27Updated last year
- Implementation of transformers based architecture in PyTorch.☆54Updated 5 years ago
- Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"☆98Updated 3 months ago
- Various test models in WNNX format. It can view with `pip install wnetron && wnetron`☆12Updated 3 years ago
- Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.☆10Updated 3 years ago
- A faster implementation of OpenCV-CUDA that uses OpenCV objects, and more!☆54Updated last month
- EdgeSAM model for use with Autodistill.☆29Updated last year
- ☆11Updated 4 years ago
- Code for blog posts from OpenCV.AI☆15Updated 2 years ago
- Python scripts performing Open Vocabulary Object Detection using the YOLO-World model in ONNX.☆62Updated last year
- ONNX and TensorRT implementation of Whisper☆65Updated 2 years ago
- Code and pruned models for our paper: K. Gkrispanis, N. Gkalelis, V. Mezaris, "Filter-Pruning of Lightweight Face Detectors Using a Geome…☆14Updated last year
- Vision-based heart rate estimation using OAK-D camera☆33Updated 4 years ago
- How to export PyTorch models with unsupported layers to ONNX and then to Intel OpenVINO☆27Updated 9 months ago
- KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference☆24Updated 6 months ago
- A very simple tool that compresses the overall size of the ONNX model by aggregating duplicate constant values as much as possible.☆52Updated 3 years ago
- Simple tool for partial optimization of ONNX. Further optimize some models that cannot be optimized with onnx-optimizer and onnxsim by se…☆19Updated last year
- Spatial Spectral Machine Learning☆13Updated last month
- Modify-Anything is based on yolov5,yolov8 for video and image detection. Segment-anything,lama_cleaner is applied to segment, modify, era…☆17Updated 2 years ago