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Search results for tensorflow quantization
quantization
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tensorflow
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49 search results found
Pinto_model_zoo
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3,121
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
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2,928
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Model Optimization
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1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Awesome Automl And Lightweight Models
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647
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
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514
QKeras: a quantization deep learning library for Tensorflow Keras
Onnx2tf
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461
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
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310
ML model optimization product to accelerate inference.
Model_optimization
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245
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
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236
Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island
Nnef Tools
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216
The NNEF Tools repository contains tools to generate and consume NNEF documents
Tensorflowlite Bin
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185
Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.
Awesome Ai Infrastructures
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171
Infrastructures™ for Machine Learning Training/Inference in Production.
Terngrad
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152
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
Adventures In Tensorflow Lite
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143
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
Speech
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117
TensorFlow on mobile with speech-to-text DL models.
Not Hotdog
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114
Built with TensorFlow, Yolov2 Tiny and React Native | Flutter | Javascript
Samplernn
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99
Tensorflow implementation of SampleRNN
Graffitist
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99
Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.
Fq Gan
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92
Official implementation of FQ-GAN
Jacinto Ai Devkit
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74
Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
Model Compression
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74
This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016
Facial Landmark Detection Hrnet
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72
A TensorFlow implementation of HRNet for facial landmark detection.
Gpq
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59
Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020
Tools
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54
Tensorflow Quantization Test
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52
Tensorflow quantization (float32-->int8) inference test
Awesome Deeplearning Tutorials
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47
Links to useful online tutorials etc. about deep learning
Qnn
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40
Tutorials on Quantized Neural Network using Tensorflow Lite
Mobilenet_v1_stm32_cmsis_nn
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40
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Cnn Compression Performance
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24
A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks
Fat Fast Adjustable Threshold
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17
This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)
Tflite Tutorials
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16
End-to-end tutorials on how to create TensorFlow Lite (TFLite) models!
Tflite Tester
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15
Example project showing how we can compare TensorFlow and TensorFlow Lite models
Tensorflow Quantization Example
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14
TensorFlow Quantization Example, for TensorFlow Lite
Tensorflow Quantization
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14
Experiments and tool-chains build upon TensorFlow and its quantization tools
Dpq_embedding_compression
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13
Differentiable Product Quantization for End-to-End Embedding Compression.
Tensorflowlite Flexdelegate
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12
This is a repository for checking the operation of Flex Delegate of Tensorflow.
Master_thesis
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12
Repo for my Master Thesis at ULiège in 2019 (Machine learning under resource constraints)
Tutorial_tflite_android
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12
Tutorial of how to deloy DNN on android device using TFLite
Papers I Read
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12
Summaries and notes on recent Deep Learning literature
Awd Lstm Tensorflow
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9
AWD-LSTM from "Regularizing and Optimizing LSTM Language Models" with training-award quantization support for tensorflow.
Edge Ml
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9
Quantized Tensorflow Estimator for Google EdgeTpu Accelerator, Dev Board and Intel Neural Compute Stick 2
Tensorflow_model_quantization
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8
A tutorial of model quantization using TensorFlow
Edge2panda
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7
An Android application for pix2pix with tensorflow mobile.
Deeplearningformdps
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7
Some codes used for the numerical examples proposed in https://arxiv.org/abs/1812.05916
Tflite Converter
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6
Quantization Keras And Tensorflow
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6
Implement quantization-aware training with Keras and convert to .pb.
Myconvnet
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6
Deep learning using TensorFlow low-level APIs
Tensor_edge_converter
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5
Jupyter notebooks for Tensorflow models conversion for Tensorflow Lite, TensorRT and EdgeTPU
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