pytorch-image-classification VS GTSRB

Compare pytorch-image-classification vs GTSRB and see what are their differences.

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision. (by bentrevett)
Pytorch pytorch-tutorial image-classification Cnn torchvision lenet alexnet vgg resnet Tutorial pytorch-implmention pytorch-implementation pytorch-tutorials pytorch-cnn convolutional-neural-networks convolutional-neural-network convolutional-networks
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GTSRB

Convolutional Neural Network for German Traffic Sign Recognition Benchmark (by surmenok)
Deep Learning deep-neural-networks Computer Vision convolutional-neural-networks convolutional-neural-network convolutional-networks Cnn Fastai Pytorch self-driving-car self-driving-cars Machine Learning deep-neural-network
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pytorch-image-classification GTSRB
1 1
899 108
- -
2.6 10.0
over 2 years ago almost 2 years ago
Jupyter Notebook Jupyter Notebook
MIT License MIT License
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pytorch-image-classification

Posts with mentions or reviews of pytorch-image-classification. We have used some of these posts to build our list of alternatives and similar projects.
  • neural networks project
    1 project | /r/learnmachinelearning | 29 Mar 2022
    https://github.com/bentrevett/pytorch-image-classification You can find plethora of options like the one above that I have sent, just google it, After mnist usually people go for image classification for differentiating between cats and dogs

GTSRB

Posts with mentions or reviews of GTSRB. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-23.
  • Need help with a project!!
    6 projects | /r/learnprogramming | 23 Dec 2022
    https://github.com/vamsiramakrishnan/TrafficSignRecognition https://github.com/surmenok/GTSRB/blob/master/german-traffic-signs.ipynb https://github.com/alessiamarcolini/deepstreet https://github.com/JamesLuoau/Traffic-Sign-Recognition-with-Deep-Learning-CNN https://github.com/wolfapple/traffic-sign-recognition https://github.com/hellojialee/Traffic_Sign_Recognition_Efficient_CNN

What are some alternatives?

When comparing pytorch-image-classification and GTSRB you can also consider the following projects:

gan-vae-pretrained-pytorch - Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

SkinDeep - Get Deinked!!

SimCLR - PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

TrafficSignRecognition - A Deep Neural Network to do traffic sign recognition

PyTorch-Crash-Course - This is the repository for the PyTorch machine learning crash course.

deepstreet - Traffic Sign Recognition - Fine tuning VGG16 + GTSRB

Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network - Enhancing Speech Emotion Classification with CNNs: This project seeks to overcome the limitations of traditional approaches and improve the accuracy of emotion recognition. CNNs automatically extract features from speech signals, capturing complex patterns and nuances, leading to enhanced performance compared to traditional methods.

Super-Cars-VS-SUVs - This is a deep neural network that looks at an images of cars and then classify them as suv and supercars

Traffic_Sign_Recognition_Efficient_CNNs - A repository for the paper "Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild"

glasses - High-quality Neural Networks for Computer Vision 😎

CNN-Filter-DB - A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR 2022 ORAL)

Captcha-Breaker-project - Recognition of Text-Captcha images, and analysis of breaking it with various techniques

pytorch-image-classification vs gan-vae-pretrained-pytorch GTSRB vs SkinDeep pytorch-image-classification vs SimCLR GTSRB vs TrafficSignRecognition pytorch-image-classification vs PyTorch-Crash-Course GTSRB vs deepstreet pytorch-image-classification vs Speech-Emotion-Classification-by-utilizing-a-Convolutional-Neural-Network GTSRB vs Super-Cars-VS-SUVs GTSRB vs Traffic_Sign_Recognition_Efficient_CNNs GTSRB vs glasses GTSRB vs CNN-Filter-DB GTSRB vs Captcha-Breaker-project