classification
convolution-vision-transformers
| classification | convolution-vision-transformers | |
|---|---|---|
| 1 | 2 | |
| 20 | 224 | |
| - | - | |
| 0.0 | 0.0 | |
| almost 2 years ago | over 3 years ago | |
| Python | Python | |
| MIT License | MIT License |
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classification
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PyTorch Ensemble model
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.
convolution-vision-transformers
- has anyone here implemented Convolutional Vision Transformer (CvT)?
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CvT: Introducing Convolutions to Vision Transformers
code: https://github.com/rishikksh20/convolution-vision-transformers
What are some alternatives?
disentangling-vae - Experiments for understanding disentanglement in VAE latent representations
vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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.
MLP-Mixer-pytorch - Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
EasyCV - An all-in-one toolkit for computer vision
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
sharpened-cosine-similarity - An alternative to convolution in neural networks
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
CvT - This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
autogluon - Fast and Accurate ML in 3 Lines of Code
sigmarsgarden - Opus Magnum's Sigmar's Garden Autosolver, using OpenCV Template Matching