detkov / Convolution-From-ScratchLinks
Implementation of the generalized 2D convolution with dilation from scratch in Python and NumPy
☆56Updated 4 years ago
Alternatives and similar repositories for Convolution-From-Scratch
Users that are interested in Convolution-From-Scratch are comparing it to the libraries listed below
Sorting:
- Self-Supervised Learning in PyTorch☆138Updated last year
- Neural Networks library in pure numpy☆69Updated last year
- The best collection of AI tutorials to make you a boss of Data Science!☆95Updated 6 months ago
- A Simplified PyTorch Implementation of Vision Transformer (ViT)☆192Updated last year
- EscVM YouTube Channel Repository. Start from Notebooks ⬅️☆65Updated 9 months ago
- Pytorch to Keras/Tensorflow/TFLite conversion made intuitive☆313Updated 3 months ago
- Torch nn vizualization☆52Updated last year
- In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Desi…☆75Updated 3 years ago
- Notes on quantization in neural networks☆86Updated last year
- Loss function Package Tensorflow Keras PyTOrch☆54Updated last year
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆175Updated 3 years ago
- Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)☆65Updated 4 years ago
- Animation of standard and transposed convolutional layers☆38Updated 3 years ago
- Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.☆101Updated 3 years ago
- Vision Transformers for image classification, image segmentation, and object detection.☆53Updated 8 months ago
- Simple easy to use module to get the intermediate values/activations from chosen Pytorch submodules. Supports submodule annidation and se…☆60Updated 5 years ago
- ☆51Updated last year
- Paper implementations from scratch and machine learning tutorials☆347Updated last year
- GANs in computer vision AI Summer article series☆75Updated 4 years ago
- ☆74Updated 3 months ago
- A project template where PyTorch Lightning, Pydantic, and more! being used for training MNIST as an example.☆27Updated 2 years ago
- Automatic neural network visualizations generated in your browser!☆154Updated 2 years ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆233Updated 5 months ago
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆129Updated 7 months ago
- Step by step explanation of 2D convolution implemented as matrix multiplication using toeplitz matrices☆65Updated 2 years ago
- PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), Res…☆38Updated last year
- Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.☆37Updated last year
- VisualTorch aims to help visualize Torch-based neural network architectures.☆76Updated 8 months ago
- Flexible Python library providing building blocks (layers) for reproducible Transformers research (Tensorflow ✅, Pytorch 🔜, and Jax 🔜)☆53Updated last year
- TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.☆287Updated 8 months ago