Tensorflow_model_quantization
A tutorial of model quantization using TensorFlow
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pinto_model_zoo | 3,121 | 3 months ago | 11 | mit | Python | |||||
| A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML. | ||||||||||
| Nlp Architect | 2,927 | a year ago | 10 | April 12, 2020 | 14 | apache-2.0 | Python | |||
| A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks | ||||||||||
| Model Optimization | 1,445 |  | 3 | 27 | 3 months ago | 30 | May 26, 2023 | 207 | apache-2.0 | Python |
| A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. | ||||||||||
| Nncf | 725 |  | 6 | 3 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | |
| Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
| Awesome Automl And Lightweight Models | 647 | 4 years ago | ||||||||
| A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering. | ||||||||||
| Qkeras | 514 |  | 2 | 3 months ago | 1 | July 07, 2021 | 38 | apache-2.0 | Python | |
| QKeras: a quantization deep learning library for Tensorflow Keras | ||||||||||
| Onnx2tf | 461 |  | 2 | 3 months ago | 438 | December 10, 2023 | 14 | mit | Python | |
| Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request. | ||||||||||
| Sparsify | 310 | 4 months ago | 136 | December 11, 2023 | 9 | apache-2.0 | Python | |||
| ML model optimization product to accelerate inference. | ||||||||||
| Model_optimization | 245 | 3 months ago | 12 | apache-2.0 | Python | |||||
| Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks. | ||||||||||
| Jejunet | 236 | 4 years ago | 3 | mit | Java | |||||
| Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island | ||||||||||
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