https://github.com/keyu-tian/SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 20 Mar 2025

https://github.com/keyu-tian/spark

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

bert cnn convnet convolutional-neural-networks deep-learning iclr iclr2023 instance-segmentation mae mask-rcnn masked-autoencoder masked-image-modeling object-detection pre-trained-model pretrain pretraining pytorch self-supervised-learning sparse-convolution ssl

Last synced: 16 May 2025

https://github.com/kevinzakka/spatial-transformer-network

A Tensorflow implementation of Spatial Transformer Networks.

affine-transformation attention convnet spatial-transformer-network stn tensorflow

Last synced: 16 May 2025

https://github.com/ahmedfgad/numpycnn

Building Convolutional Neural Networks From Scratch using NumPy

cnn computer-vision conv-layer convnet convolution convolutional-neural-networks data-science filter numpy pygad python relu relu-layer

Last synced: 12 Apr 2025

https://github.com/ksanjeevan/crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

audio audio-classification convnet crnn lstm melspectrogram pytorch rnn spectrogram

Last synced: 16 Jan 2026

https://github.com/vita-group/slak

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 09 Apr 2025

https://github.com/VITA-Group/SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 20 Mar 2025

https://github.com/durandtibo/wildcat.pytorch

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

convnet cvpr-2017 cvpr17 cvpr2017 deep-learning image-classification pytorch weakly-supervised-learning

Last synced: 09 Apr 2025

https://github.com/isl-org/deeplagrangianfluids

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

cnn convnet convolutional-neural-networks deeplearning fluids simulation

Last synced: 13 Mar 2026

https://github.com/ajbrock/generative-and-discriminative-voxel-modeling

Voxel-Based Variational Autoencoders, VAE GUI, and Convnets for Classification

convnet deep-learning gui machine-learning variational-autoencoders

Last synced: 05 Apr 2025

https://github.com/isl-org/DeepLagrangianFluids

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

cnn convnet convolutional-neural-networks deeplearning fluids simulation

Last synced: 14 Mar 2025

https://github.com/greydanus/mnist1d

A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.

convnet dataset machine-learning neural-networks pytorch research

Last synced: 15 Nov 2025

https://github.com/mitmul/chainer-cifar10

Various CNN models for CIFAR10 with Chainer

chainer cifar10 convnet convolutional-neural-networks deep-convolutional-networks deep-learning densenet network-in-network neural-networks residual-networks resnet vgg wide-residual-networks

Last synced: 06 Oct 2025

https://github.com/stared/keras-sequential-ascii

ASCII summary for simple sequential models in Keras

ascii convnet deep-learning keras keras-visualization sequential-models

Last synced: 26 Jun 2025

https://github.com/westlake-ai/moganet

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

3d-pose-estimation ade20k backbone cnn coco convnet image-classification imagenet instance-segmentation machine-learning mamba object-detection pose-estimation pytorch segmentation video-prediction vision-transformer

Last synced: 13 May 2025

https://github.com/MichiganCOG/M-PACT

A one stop shop for all of your activity recognition needs.

action-recognition activity-recognition c3d computer-vision convnet deep-learning i3d inception lrcn lrcn-network m-pact mpact resnet resnet-50 temporal-segment-networks tensorflow tfrecords tsn video

Last synced: 16 Nov 2025

https://github.com/hwalsuklee/how-far-can-we-go-with-mnist

A collection of codes for 'how far can we go with MNIST' challenge

competition convnet data-augmentation ensemble highway-network mnist mnist-classification mnist-model resnet rnn tf-kr vgg

Last synced: 10 Apr 2025

https://github.com/ahmedfgad/cifar10cnnflask

Building a HTTP-accessed convolutional neural network model using TensorFlow NN (tf.nn), CIFAR10 dataset, Python and Flask.

cnn computer-vision convnet convolutional-neural-network css dropout flask fully-connected-network html http image-classification image-processing javascript max-pooling python relu tensorflow web-application

Last synced: 23 Apr 2025

https://github.com/philipperemy/tensorflow-cnn-time-series

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

cnn convnet convolutional-neural-networks keras recurrent-neural-networks tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/ahmedbesbes/understanding-deep-convolutional-neural-networks-with-a-practical-use-case-in-tensorflow-and-keras

What makes convnets so powerful at image classification?

article blog computer-vision convnet convolution-filter convolutional-neural-networks data-science dataset deep-learning deep-learning-tutorial image-classification kaggle kaggle-cats kdd keras keras-tutorials python tensorflow

Last synced: 14 Jul 2025

https://github.com/ahmedbesbes/Understanding-deep-Convolutional-Neural-Networks-with-a-practical-use-case-in-Tensorflow-and-Keras

What makes convnets so powerful at image classification?

article blog computer-vision convnet convolution-filter convolutional-neural-networks data-science dataset deep-learning deep-learning-tutorial image-classification kaggle kaggle-cats kdd keras keras-tutorials python tensorflow

Last synced: 19 Jul 2025

https://github.com/xiaohan2012/multi-label-text-classification

Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)

convnet graph-embedding multi-label-classification tensorflow

Last synced: 02 Apr 2025

https://github.com/ahmedfgad/numpycnnandroid

Convolutional Neural Network for Android using Kivy and NumPy

android artificial-neural-networks buildozer cnn convnet convolutional-neural-networks kivy neural-network numpy pil pillow python python-for-android python3

Last synced: 12 Apr 2025

https://github.com/kyrol01/convnet

A convolutional neural network for images recognition

convnet convolutional-neural-networks image-recognition python

Last synced: 04 Sep 2025

https://github.com/belval/naivecnn

A naive (very simple!) implementation of a convolutional neural network

convnet convolutional network neural numpy

Last synced: 11 Aug 2025

https://github.com/jwuphysics/hi-convnets

Estimating galaxy gas mass fractions using SDSS imaging

alfalfa astronomy computer-vision convnet convnets convolutional-neural-networks fastai galaxy galaxy-evolution pytorch sdss sdss-imaging

Last synced: 14 Apr 2025

https://github.com/keunwoochoi/fma_convnet_features

FMA convnet features

convnet feature fma music

Last synced: 04 Jan 2026

https://github.com/mostafaelaraby/numpy-mlp-mnist

an mlp model made using numpy for learning purposes on MNIST dataset

convnet mlp mlp-classifier mlp-numpy-tutorial mlp-tutorial mnist-classification numpy-mlp

Last synced: 20 Aug 2025

https://github.com/0xn1nja/playing-cards-classification-tensorflow-cnn

CNN Model to Classify Playing Cards

cards classification cnn convnet keras keras-tensorflow model playing-cards tensorboard tensorflow

Last synced: 06 May 2026

https://github.com/sflender/deep-learning-test

Exploring deep learning on Cooley

augmentation convnet cooley data-augmentation gpu ipynb-notebook learning-curve tensorflow

Last synced: 07 Mar 2026

https://github.com/ermlab/cifar-keras-tutorial

Conv-net CIFAR10 tutorial

cifar10 convnet deep-learning machine-learning tutorial

Last synced: 07 Apr 2026

https://github.com/tinsaeabreham45/simple-image-classification

convnet image-classification image-recognition machine-learning-algorithms

Last synced: 08 Apr 2025

https://github.com/02loveslollipop/genshinimageclassifier

A convnet trained with Genshin Impact images for character recognition

cnn-classification convnet genshin-impact python pytorch-cnn

Last synced: 19 May 2026

https://github.com/nakul-krishnakumar/horse-human-prediction-model

Model that predicts if a given image has a horse or a humam

cnn convnet keras python3 tensorflow

Last synced: 13 Apr 2026

https://github.com/karan-malik/digitrecognition

Using Deep Learning to recognize Handwritten Digits (MNIST) and hosted using Flask

cnn cnn-keras convnet convolutional-neural-networks css deep-learning deep-neural-networks deeplearning flask flask-application html html5 keras machine-learning mnist-classification mnist-handwriting-recognition python python3

Last synced: 16 Apr 2026

https://github.com/mattmoony/convnet_mnist

Simple convolutional neural network (purely numpy) to classify the original MNIST dataset. My first project with a convnet. 🖼

ann artificial-neural-network batch-normalization convnet convolutional-neural-network datascience dropout machine-learning mnist neural-network pooling stochastic-gradient-descent

Last synced: 20 Apr 2026

https://github.com/sbatururimi/image_classification_deep_learning

Classify images from the CIFAR-10 dataset using a Convolutional Neural Network, built with Tensorflow

convnet convolutional-neural-networks deep-learning neural-networks tensorflow

Last synced: 26 Apr 2026

https://github.com/imvision12/coatnet-tf

A Tensorflow Implementation of CoAtNet: Marrying Convolution and Attention for All Data Sizes

cnn coatnet convnet tensorflow transformer

Last synced: 07 Jun 2026

https://github.com/geo-tp/keras-colaboratory-models

Various keras deep learning models on colaboratory

ae ai convnet keras model ocr tensorflow

Last synced: 01 May 2026

https://github.com/runningleon/cs231n

cs231n, DL, CV, CNN

convnet neural-network visual-recognition

Last synced: 02 Apr 2025