Implementation of CNN to recognize hand written digits (MNIST) running for 10 epochs. Accuracy: 98.99%
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Dec 16, 2018 - Jupyter Notebook
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mnist-handwriting-recognition
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A resource-conscious neural network implementation for MCUs
arduino avr attiny microcontrollers neural-network simple tensorflow mnist neural-networks mnist-dataset mlp maths attiny85 quantization mnist-nn tensorflow-examples mnist-model mnist-handwriting-recognition int8-quantization quantization-efficient-network
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Dec 16, 2024 - C++
An Intuitive Desktop GUI Application For Recognizing Multiple Handwritten Digits Drawn At The Same Time. Trained On MNIST Dataset and Built With Python, OpenCV and TKinter
python opencv documentation computer-vision keras pillow python3 mnist tkinter software-engineering convolutional-neural-networks opencv-python mnist-image-dataset tkinter-graphic-interface mnist-model mnist-handwriting-recognition tkinter-gui tkinter-python
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Apr 7, 2021 - Python
🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.
flask mnist flask-application handwritten-digit-recognition keras-tensorflow mnist-handwriting-recognition wtfpl-license tensorflow2
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Oct 11, 2022 - Python
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
php machine-learning tutorial deep-neural-networks computer-vision deep-learning neural-network pipeline cross-validation mnist mnist-dataset image-classification image-recognition php-ml mnist-handwriting-recognition php-ai machine-learning-tutorial rubix-ml php-machine-learning
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Feb 27, 2023 - PHP
MNIST of Tibetan handwriting 国产手写藏文MNIST数据集（TibetanMNIST）的图像分类处理与各种好玩的脑洞~
python machine-learning deep-learning tensorflow keras pytorch dataset mnist mnist-classification nerual-network mnist-handwriting-recognition tibetan-mnist tibetanmnist
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Feb 2, 2019 - Jupyter Notebook
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
python restricted-boltzmann-machine spiking-neural-networks spike-time-dependent-plasticity synapse spike-trains neuromorphic-hardware mnist-handwriting-recognition contrastive-divergence-algorithm neuromorphic-engineering
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Nov 25, 2017 - Python
AWS Fundamentals Specialization Coursera
aws machine-learning computer-vision deep-learning aws-lambda mxnet image-classification object-detection mxnet-notebooks mnist-handwriting-recognition fashion-mnist mxnet-neural-network mxnet-gluon mxnet-gluon-interface gluoncv
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Jul 10, 2020
2021 Spring (Statistical Methods and Machine Learning) 统计方法与机器学习
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Jul 7, 2021 - Jupyter Notebook
Wrote a neural network that uses fundamental DL algorithms to identify handwritten digits from MNIST dataset.
classifier deep-learning neural-networks mnist-dataset stochastic-gradient-descent mnist-handwriting-recognition
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Sep 19, 2018 - Jupyter Notebook
This repo includes my solutions to the Coursera course offered by AWS titled "AWS Computer Vision: Getting Started with GluonCV", in addition to more tutorials and in-depth handson labs. Please 🌟 the repo if you like it ☝️ Create an Issue or preferably a PR for any improvement. 🚀
aws machine-learning computer-vision deep-learning mxnet coursera image-classification object-detection gluon mxnet-notebooks coursera-assignment mnist-handwriting-recognition fashion-mnist mxnet-neural-network mxnet-gluon colab-notebook mxnet-gluon-interface gluoncv mxnet-imageclassification coursera-assignment-solution
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May 17, 2020 - Jupyter Notebook
本仓库包含了完整的深度学习应用开发流程，以经典的手写字符识别为例，基于LeNet网络构建。推理部分使用torch、onnxruntime以及openvino框架💖
deep-learning deployment pytorch lenet mnist-handwriting-recognition openvino onnxruntime model-optimization
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Mar 10, 2024 - Python
MNIST is the de facto “hello world” dataset of computer vision. In this competition, our goal is to correctly identify digits from a dataset of handwritten images.
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May 3, 2020 - Jupyter Notebook
Running some AI examples on NVIDIA Jetson Nano
opencv format sdcard etcher keras-tensorflow tensorflow-gpu mnist-handwriting-recognition cnn-classification jetbot jetson-nano nvidia-jetbot-workshop
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Nov 23, 2019 - Jupyter Notebook
It is a Python GUI in which you can draw a digit and the ML Algorithm will recognize what digit it is. We have used Mnist dataset
mnist-classification mnist-dataset digit mnist-handwriting-recognition python-gui-tkinter digit-classifier digit-classification
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Sep 14, 2020 - Python
a simple neural network
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Dec 20, 2018 - C++
FPGA Implementation of Image Processing for MNIST Dataset Based on Convolutional Neural Network Algorithm (CNN)
python fpga deep-learning neural-network tensorflow keras cnn mnist verilog vivado ps pynq cnn-keras pl mnist-handwriting-recognition pynq-z2 programmable-logic processing-system
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Dec 12, 2023 - VHDL
Basic tensorflow examples with code
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May 8, 2018 - Jupyter Notebook
Virtual Pen + Recognition of handwritten digits
python raspberry-pi machine-learning computer-vision model machine-learning-algorithms image-processing artificial-intelligence mnist raspberry-pi-camera handwritten-digit-recognition handwriting-recognition mnist-handwriting-recognition python37 handwritten-character-recognition raspberry-pi-4
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Dec 8, 2022 - Python
Training a Neural network in Unity 3D to recognize handwritten digits from the MNIST dataset
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May 12, 2019 - C#
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