Popular GitHub Repositories for Conv Deconv

Building Convolutional Neural Networks From Scratch using NumPy

CTNet: A Convolutional Transformer Network for EEG-Based Motor Imagery Classification

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation)

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

lock mechanism with face recognition and liveness detection

Cifar-10 CNN implementation using TensorFlow library with 20% error.

Conv-LSTM-CTC speech recognition network (end-to-end), written in TensorFlow.

Keras implementation of CNN, DeepConvLSTM, and SDAE and LightGBM for sensor-based Human Activity Recognition (HAR).

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

Feeding images of time series to Conv Nets! (Tensorflow + Keras)

The state-of-art time domain network for speech separation, and it performs well on speech enhancement and music separation

PyTorch repository for text categorization and NER experiments in Turkish and English.

Repository processes CT scanned images of human Lungs , which are in DICOM image format. Visualises the data in 3D and trains a 3D convolution network on the data after preprocessing.

Fine-tuned KoGPT2 chatbot demo with translated PersonaChat (ongoing)

Repository for generating arts using modern algorithms such as deep convolutional generative nets or conv. variational autoencoders where data/images to be learned is scraped from wikiart.org

An implementation to Convolutional generative adversarial imputation networks for spatio-temporal missing data Nets Paper (Conv-GAIN)

An experimental project for autonomous vehicle driving perception with steering angle prediction and semantic segmentation using a combination of UNet, attention and transformers.

Augmenting character level Transformers with Causal Dilated Conv1D layers

Cross-platform mobile Neural network C library for training and inference on the device. CPU only. It fits for time-series data.

Bangla News Article Categorization Using Conv-LSTM Net. It is a multi-class classification problem.