object recognition with machine learning on Respberry pi

Last update: Dec 11, 2021

Overview

Respberrypi_object-recognition

object recognition with machine learning on Respberry pi

line.py

建立一支與樹梅派連線的 linebot
使用此 linebot 遠端控制樹梅派拍照

config.ini

linebot 的 channel token & secret raspberrypi 的連線位址

app.py

raspberrypi的主控制程式

infrared.py

控制樹梅派的外接照相模組

config_pi.ini

linbot 的連線位址

recongnize.py

匯入訓練好的 tensorflow lite 物體辨識模型
並根據樹梅派的照片資料做出物體辨識
顯示照片中辨識信心度最高的三樣物品

Owner

GitHub Repository

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object recognition with machine learning on Respberry pi

Related tags

Overview

Respberrypi_object-recognition

line.py

config.ini

app.py

infrared.py

config_pi.ini

recongnize.py

Owner

DeepLabv3+：Encoder-Decoder with Atrous Separable Convolution语义分割模型在tensorflow2当中的实现

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm

Fast Learning of MNL Model From General Partial Rankings with Application to Network Formation Modeling

Personal implementation of paper "Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval"

3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite and .pb from .tflite.

Code and hyperparameters for the paper "Generative Adversarial Networks"

Use unsupervised and supervised learning to predict stocks

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

A rule learning algorithm for the deduction of syndrome definitions from time series data.

Navigating StyleGAN2 w latent space using CLIP

Source code of the paper "Deep Learning of Latent Variable Models for Industrial Process Monitoring".

Dialect classification

A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.

Use .csv files to record, play and evaluate motion capture data.

PyTorch implementation of Spiking Neural Networks trained on surrogate gradient & BPTT using snntorch.

This repository contains a re-implementation of the code for the CVPR 2021 paper "Omnimatte: Associating Objects and Their Effects in Video."

MVFNet: Multi-View Fusion Network for Efficient Video Recognition (AAAI 2021)

Graph Neural Networks with Keras and Tensorflow 2.

Learning Dense Representations of Phrases at Scale (Lee et al., 2020)