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24 public repositories
matching this topic...
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
Updated
May 19, 2022
Jupyter Notebook
Demonstrates knowledge distillation for image-based models in Keras.
Updated
Jul 23, 2021
Jupyter Notebook
This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.
Updated
Apr 6, 2021
Jupyter Notebook
Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise.
Updated
Jul 28, 2020
Jupyter Notebook
DA2Lite is an automated model compression toolkit for PyTorch.
Updated
Mar 15, 2022
Python
Updated
Jun 4, 2021
Python
a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。
compares different pretrained object classification with per-layer and per-channel quantization using pytorch
Updated
Jun 12, 2020
Python
Model optimization with grid search and k-fold
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Nov 1, 2020
Jupyter Notebook
Optimizing convolution function using ARM's NEON Intrinsics
Temporal Backtracking and Multistep Delay of Traffic Speed Series Prediction
Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"
Updated
Feb 27, 2022
Python
Anticipation des besoins en consommation électrique de bâtiments (OpenClassrooms | Data Scientist | Projet 4)
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May 26, 2022
Jupyter Notebook
Neural network model implemented with flask and SQL to predict the success status of over 100,000 kickstarter companies.
Updated
Mar 30, 2022
Jupyter Notebook
People Counter App at the Edge
Updated
May 16, 2021
JavaScript
A machine learning project developing classification models to predict COVID-19 diagnosis in paediatric patients.
Updated
Jul 21, 2020
Jupyter Notebook
Create a binary classifier that is capable of predicting whether applicants will be successful if funded by Alphabet Soup
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Mar 8, 2022
Jupyter Notebook
A curated list of awesome open source tools and commercial products for autoML hyperparameter tuning 🚀
Practice model assessment and optimization on the HR dataset using validation and dimensionality reduction techniques
Updated
Jan 21, 2022
Jupyter Notebook
ai-zipper offers numerous AI model compression methods, also it is easy to embed into your own source code
Updated
Feb 8, 2021
Python
Classification automatique de biens de consommation (OpenClassrooms | Data Scientist | Projet 6)
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Dec 6, 2020
Jupyter Notebook
Updated
Oct 27, 2020
Jupyter Notebook
Updated
Jun 11, 2021
Python
Implementations of machine learning algorithms from scratch using python and numpy
Updated
Feb 23, 2022
Jupyter Notebook
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