convolution-vision-transformers VS classification

Compare convolution-vision-transformers vs classification and see what are their differences.

convolution-vision-transformers

PyTorch Implementation of CvT: Introducing Convolutions to Vision Transformers (by rishikksh20)

classification

Classification of the MNIST dataset using various Deep Learning techniques (by giakoumoglou)
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convolution-vision-transformers classification
2 1
224 20
- -
0.0 0.0
over 3 years ago about 2 years ago
Python Python
MIT License MIT License
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convolution-vision-transformers

Posts with mentions or reviews of convolution-vision-transformers. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-16.

classification

Posts with mentions or reviews of classification. We have used some of these posts to build our list of alternatives and similar projects.
  • PyTorch Ensemble model
    1 project | /r/pytorch | 5 Jan 2022
    I created a CNN for a classification problem using 2 different techniques: 1) conventional CNN and 2) contrastive learning (SimCLR framework). As a reference code, I attack the starting point of my coding: https://github.com/giakou4/MNIST_classification.

What are some alternatives?

When comparing convolution-vision-transformers and classification you can also consider the following projects:

EasyCV - An all-in-one toolkit for computer vision

disentangling-vae - Experiments for understanding disentanglement in VAE latent representations

sharpened-cosine-similarity - An alternative to convolution in neural networks

Image-Forgery-Detection-CNN - Image forgery detection using convolutional neural networks. Group 10's final project for TU Delft's course CS4180 Deep Learning 2019.

CvT - This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

MLP-Mixer-pytorch - Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision

pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

similarity - TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

sigmarsgarden - Opus Magnum's Sigmar's Garden Autosolver, using OpenCV Template Matching

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Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
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