Projects in Awesome Lists tagged with deep-neural-networks

https://github.com/alitourani/yolo-license-plate-detection

A License-Plate detecttion application based on YOLO

deep-learning deep-neural-networks license-plate-recognition plate-detection vehicles yolo yolov3

Last synced: 02 Aug 2024

https://github.com/negrinho/deep_architect

A general, modular, and programmable architecture search framework

architecture-search auto-ml automatic-machine-learning colab colab-notebook deep-learning deep-neural-networks hyperparameter-optimization machine-learning neural-architecture-search neural-networks pytorch tensorflow

Last synced: 07 Aug 2024

https://github.com/leverxgroup/esrgan

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

computer-vision deep-neural-networks generative-adversarial-network image-processing pytorch super-resolution

Last synced: 30 Jul 2024

https://github.com/cmusatyalab/opentpod

Open Toolkit for Painless Object Detection

automl custom-vision custom-vision-api deep-learning deep-neural-network deep-neural-networks django django-rest-framework dnn fine-tuning object-detection object-detection-api object-detection-model object-detection-pipelines object-detection-tutorial reactjs tensorflow tensorflow-models tensorflow-serving transfer-learning

Last synced: 26 Sep 2024

https://github.com/symjax/symjax

Documentation:

dataset deep-learning deep-neural-networks jax lasagne numpy tensorflow theano

Last synced: 29 Sep 2024

https://github.com/SymJAX/SymJAX

Documentation:

dataset deep-learning deep-neural-networks jax lasagne numpy tensorflow theano

Last synced: 02 Aug 2024

https://github.com/alex-lechner/traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

convolutional-neural-networks deep-learning deep-neural-networks tensorflow tensorflow-models tensorflow-tutorials traffic-light-classification traffic-light-detection traffic-lights

Last synced: 26 Sep 2024

https://github.com/cgtuebingen/Flex-Convolution

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

3d-point-clouds cuda deep-learning deep-neural-networks machine-learning pointcloud pointcloudprocessing research research-paper segmentation shapenet tensorflow

Last synced: 31 Jul 2024

https://github.com/haoxiangsnr/IRM-based-Speech-Enhancement-using-LSTM

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

deep-neural-networks ideal-ratio-mask lstm pytorch speech-enhancement

Last synced: 01 Aug 2024

https://github.com/kmario23/KenLM-training

Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2

automatic-speech-recognition deep-neural-networks deep-speech kenlm kenlm-toolkit language-model language-modeling natural-language-processing probabilistic-models python speech-recognition

Last synced: 07 Aug 2024

https://github.com/hellloxiaotian/cfsrcnn

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

cascaded-refinement-networks cnn cnn-pytorch deep-learning deep-networks deep-neural-networks high-resolution image-processing low-level-vision low-resolution python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 01 Oct 2024

https://github.com/rishit-dagli/gradient-centralization-tensorflow

Instantly improve your training performance of TensorFlow models with just 2 lines of code!

deep-learning deep-neural-networks gradient-centralization machine-learning neural-network optimization-technique optimizers pip python python-package python3 tensorflow tensorflow2

Last synced: 03 Oct 2024

https://github.com/billyblu2000/AccoMontage2

Chord and accompaniment generator, pure python package that generate chord progression and accompaniment according to given melodies. Code for paper AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System.

chord-progression computer-music deep-neural-networks dp midi python

Last synced: 05 Aug 2024

https://github.com/knjcode/mxnet-finetuner

An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.

deep-learning deep-neural-networks fine-tuning-cnns machine-learning mxnet

Last synced: 01 Aug 2024

https://github.com/safellama/plexiglass

A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).

adversarial-attacks adversarial-machine-learning cybersecurity deep-learning deep-neural-networks machine-learning security

Last synced: 01 Aug 2024

https://github.com/kortex-labs/plexiglass

A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).

adversarial-attacks adversarial-machine-learning cybersecurity deep-learning deep-neural-networks machine-learning security

Last synced: 22 Aug 2024

https://github.com/podgorskiy/DareBlopy

Data Reading Blocks for Python

archive datasets deep-learning deep-neural-networks jpeg numpy png python pytorch tensorflow tfrecords zip

Last synced: 03 Aug 2024

https://github.com/palle-k/DL4S

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

autograd automatic-differentiation convolutional-neural-networks deep-learning deep-neural-networks derivatives gradient-descent machine-learning neural-networks optimizers recurrent-networks recurrent-neural-networks swift swift-machine-learning tensor

Last synced: 17 Aug 2024

https://github.com/marcogdepinto/deep-learning-model-deploy-with-django

Serving a keras model (neural networks) in a website with the python Django-REST framework.

api api-rest artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks django django-application django-framework django-rest-framework keras keras-model keras-models keras-neural-networks keras-tensorflow prediction python python-3 python3 tensorflow

Last synced: 27 Sep 2024

https://github.com/clesleycode/deep-learning-python

Intro to Deep Learning, including recurrent, convolution, and feed forward neural networks.

curriculum deep-learning deep-neural-networks lasagne python theano

Last synced: 07 Aug 2024

https://github.com/Carmezim/MIT-6.S094

MIT-6.S094: Deep Learning for Self-Driving Cars Assignments solutions

6s094 assignments deep-learning deep-neural-networks lectures mit self-driving-car

Last synced: 07 Aug 2024

https://github.com/tlatkowski/inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks gan generative-adversarial-network image-inpainting improved-wasserstein improved-wgan inpainting keras neurips-2018 nips-2018 nvidia places365 python3 tensorflow wasserstein-gan wgan-gp

Last synced: 03 Oct 2024

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/scrn-vrc/language-translation-with-fragment-shaders

EN to JP and JP to EN with transformer models

deep-neural-networks machine-learning natural-language-processing shaders transformers translation unity3d vrchat

Last synced: 26 Sep 2024

https://github.com/Lenny4/DeepFaceLabClient

Just an app to use DeepFaceLab with a user interface.

arxiv creating-deepfakes deep-face-swap deep-learning deep-neural-networks deepface deepfacelab deepfakes deeplearning face-swap faceswap fakeapp machine-learning neural-nets neural-networks

Last synced: 01 Aug 2024

https://github.com/maekawatoshiki/altius

Small ONNX inference runtime written in Rust

deep-neural-networks onnx rust wasm

Last synced: 01 Oct 2024

https://github.com/cansik/deep-vision-processing

Deep computer-vision algorithms for the Processing framework.

classification computer-vision cuda-support deep-neural-networks inference-engine machine-learning pose-estimation processing

Last synced: 03 Oct 2024

https://github.com/M-Nauta/ProtoTree

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

computer-vision cvpr2021 decision-trees deep-neural-networks explainability explainable-ai explainable-ml fine-grained-classification fine-grained-visual-categorization interpretability interpretable-deep-learning interpretable-machine-learning pytorch

Last synced: 03 Aug 2024

https://github.com/patrick-kidger/fasterneuraldiffeq

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations numerical-analysis numerical-methods ordinary-differential-equations pytorch

Last synced: 01 Oct 2024

https://github.com/ilia10000/LO-Shot

Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning

classification deep-learning deep-neural-networks few-shot-learning knn-classifier machine-learning one-shot-learning supervised-learning

Last synced: 03 Aug 2024

https://github.com/Atharva-Phatak/torchflare

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

deep-learning deep-neural-networks gans generative-adversarial-network image-classfication image-classification image-processing image-segmentation infrastructure kaggle machine-learning natural-language-processing python pytorch pytorch-model self-supervised-learning text-classification

Last synced: 03 Aug 2024

https://github.com/blinkdl/blinkdl

A minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.

alphago deep-learning deep-neural-networks deeplearning neural-network neural-networks

Last synced: 03 Oct 2024

https://github.com/Fontinalis/fonet

fonet is a deep neural network package for Go.

deep-neural-networks golang machine-learning

Last synced: 30 Jul 2024

https://github.com/bzantium/pytorch-admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

admm deep-neural-networks pruning

Last synced: 03 Oct 2024

https://github.com/hellloxiaotian/acnet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

blind-super-resolution cnn cnn-pytorch deep-learning deep-network deep-neural-networks image-processing low-level-vision python2 python27 pytorch pytorch-cnn super-resolution

Last synced: 01 Oct 2024

https://github.com/kailaix/AdFem.jl

Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling

adjoint-method automatic-differentiation deep-neural-networks finite-element-methods machine-learning numerical-pdes

Last synced: 02 Aug 2024

https://github.com/sakemin/cog-musicgen-remixer

Music remixer based on MusicGen-Chord

deep-learning deep-neural-networks music-generation music-generation-deep-learning remix

Last synced: 04 Aug 2024

https://github.com/sayakpaul/adaptive-gradient-clipping

Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

colab-notebook computer-vision deep-neural-networks normalization-free-training tensorflow2

Last synced: 03 Oct 2024

https://github.com/philipperemy/very-deep-convnets-raw-waveforms

Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

audio-analysis deep-learning deep-neural-networks keras keras-models keras-neural-networks keras-tensorflow machine-learning residual-networks tensorflow tensorflow-1-0 very-deep-cnn waveform

Last synced: 26 Sep 2024

https://github.com/gmalivenko/gluon2pytorch

Gluon to PyTorch deep neural network model converter

converter darknet deep-learning deep-neural-networks densenet densenet-pytorch dual-path-networks dualpath-network gluon machine-learning mxnet nasnet onnx pytorch pytorch-converter resnet

Last synced: 03 Oct 2024

https://github.com/tensorly/torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

deep-learning deep-neural-networks deep-tensor-learning factorized-cnns factorized-convolution factorized-networks pytorch tensor tensor-contraction tensor-convolution-networks tensor-learning tensor-networks tensor-regression tensor-regression-layers tensorized-networks

Last synced: 26 Sep 2024

https://github.com/nerox8664/gluon2pytorch

Gluon to PyTorch deep neural network model converter

converter darknet deep-learning deep-neural-networks densenet densenet-pytorch dual-path-networks dualpath-network gluon machine-learning mxnet nasnet onnx pytorch pytorch-converter resnet

Last synced: 28 Aug 2024

https://github.com/yell/mnist-challenge

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

data-augmentation deep-learning deep-neural-networks gaussian-processes k-nn kernel logistic-regression machine-learning mnist neural-network pca python rbm

Last synced: 03 Oct 2024

https://github.com/zlpure/CS231n

My Solution to Assignments of CS231n in Winter2016

anaconda deep-learning deep-neural-networks

Last synced: 07 Aug 2024

https://github.com/mkang315/BGF-YOLO

[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".

afpn bi-level-routing-attention biformer bifpn br35h-brain-tumor-detection-2020 cbam ciou-loss computer-vision-algorithms deep-learning-framework deep-neural-networks gfpn giou-loss lesion-detection medical-image-analysis medical-image-computing medical-image-detection medical-image-processing object-detection wiou-loss yolo

Last synced: 22 Aug 2024

https://github.com/azminewasi/awesome-graph-research-iclr2024

It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

artificial-intelligence awesome awesome-list awesome-lists deep-learning deep-neural-networks equivariant-network gnn grap-clustering graph graph-algorithms graph-neural-network graph-neural-networks graph-transformer iclr iclr2024 machine-learning semisupervised-learning supervised-learning

Last synced: 26 Sep 2024

https://github.com/SIP-Lab/CNN-VAD

A Convolutional Neural Network based Voice Activity Detector for Smartphones

deep-learning deep-neural-networks digital-signal-processing smartphone speech-processing

Last synced: 03 Aug 2024

https://github.com/manila95/BASS-Net

Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification

bass-net computer-vision deep-neural-networks hyperspectral-images landcover-classification

Last synced: 03 Aug 2024

https://github.com/kenjinp/terrain-synth

Terrain generation tool, using real-earth data and deep learning techniques

deep-learning deep-neural-networks game-development gan procedural-generation react react-three-fiber terrain-generation three-js threejs typescript

Last synced: 28 Sep 2024

https://github.com/braun-steven/dfi-tensorflow

Implementation of Deep Feature Interpolation in Tensorflow using a VGG19 model

deep-learning deep-neural-networks machine-learning tensorflow

Last synced: 03 Oct 2024

https://github.com/mkang315/RCS-YOLO

[MICCAI'23] Official implementation of "RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection".

br35h-brain-tumor-detection-2020 brain-tumor-detection computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis medical-image-computing medical-image-dataset medical-image-detection medical-image-processing object-detection panet reparameterization repconv-model repvgg-model shufflenet vovnet yolo

Last synced: 31 Jul 2024

https://github.com/ParikhKadam/bidaf-keras

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

bidaf deep-learning deep-neural-networks deeplearning keras keras-models keras-neural-networks keras-tensorflow machine-comprehension machine-intelligence natural-language-processing natural-language-understanding neural-nets neural-network neural-networks neuralnetwork nlp python3 question-answering tensorflow

Last synced: 07 Aug 2024

https://github.com/IliaZenkov/sklearn-audio-classification

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

audio audio-data classification deep-learning-tutorial deep-neural-networks dnns emotion emotion-detection emotion-recognition feature-engineering machine-learning machine-learning-tutorials mlp-model model-evaluation ravdess-dataset scikit-learn sklearn

Last synced: 31 Jul 2024

https://github.com/chnsh/deep-semantic-code-search

Deep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application

deep-learning deep-neural-networks nlp nlp-machine-learning

Last synced: 31 Jul 2024

https://github.com/vpanjeta/hotdog-or-not-hotdog

Implementation of Hot Dog or not app from Silicon Valley (CNN to identify if the given picture is a hot dog or not)

cnn convolutional-neural-networks deep-learning deep-neural-networks deeplearning hot-dogs hotdog image-classification image-classifier image-recognition inception not-hotdog picture python silicon silicon-valley tensorflow tensorflow-tutorials valley

Last synced: 26 Sep 2024

https://github.com/guanhuawang/sensai

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

cifar-10 cifar-100 cifar10 cifar100 cnn-classification deep-learning deep-neural-networks distributed-deep-learning distributed-machine-learning distributed-systems imagenet imagenet1k machine-learning mlsys mobilenet-v2 resnet shufflenet-v2 sysml vgg

Last synced: 03 Oct 2024

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 02 Oct 2024

https://github.com/hichoe95/Rarity-Score

[ICLR-2023] Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

deep-neural-networks generative-model metric

Last synced: 03 Aug 2024

https://github.com/nazmul-karim170/UNICON-Noisy-Label

[CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

contrastive-learning deep-learning deep-neural-networks jensen-shannon-divergence label-noise-robustness machine-learning noisy-labels semi-supervised-learning

Last synced: 01 Aug 2024

https://github.com/MaharshSuryawala/Food-Image-Recognition

A system that takes food images as an input, recognizes the food automatically and gives the nutritional-facts as an output.

artificial-intelligence deep-learning deep-neural-networks food-101 food-classification food-image-recognition google-colab google-colaboratory inception-v3 jupyter-notebook machine-learning multi-class-classification nutrition nutrition-information python3 usda-nutrient-database

Last synced: 02 Aug 2024

https://github.com/FabianGroeger96/cnn-number-detection

Number detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset

cnn convolutional-neural-networks custom-architecture custom-dataset deep-learning deep-neural-networks digit-number dnn image-processing neural-network number-detection python tensorflow

Last synced: 03 Aug 2024

https://github.com/puzzlelib/puzzlelib

Deep Learning framework with NVIDIA & AMD support

data-science deep-learning deep-neural-networks gpu library machine-learning ml neural-network numpy python tensor

Last synced: 28 Sep 2024

https://github.com/sayakpaul/sharpness-aware-minimization-tensorflow

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

computer-vision deep-neural-networks generalization loss-landscape tensorflow tpu-acceleration

Last synced: 03 Oct 2024

https://github.com/Scitator/catalyst-examples

Examples

computer-vision data-science deep-learning deep-neural-networks deep-reinforcement-learning machine-learning python pytorch

Last synced: 07 Aug 2024

https://github.com/sdsubhajitdas/rocket_lander_gym

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

artificial-intelligence deep-learning deep-neural-networks deep-q-network gym gym-environment openai openai-gym openai-gym-agents openai-gym-environment openai-gym-environments reinforcement-learning reinforcement-learning-agent reinforcement-learning-playground spacex spacex-launches spacex-visualization spacexbot tensorflow tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/pcpLiu/Serrano

A Swift deep learning library with Accelerate and Metal support.

deep-learning deep-neural-networks ios machine-learning macos swift

Last synced: 14 Aug 2024

https://github.com/dr-costas/dnd-sed

Sound event detection with depthwise separable and dilated convolutions.

audio-signal-processing deep-learning deep-neural-networks depthwise-separable-convolutions depthwiseseparableconvolution dilated-cnn dilated-convolution machine-learning machine-listening sound-event-detection

Last synced: 04 Aug 2024

https://github.com/ajaybhat/Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

anaconda cnn convolutional-networks convolutional-neural-networks covnet-image-classifier deep-learning deep-neural-networks image-classification neural-network neural-networks python tensorflow tutorial

Last synced: 02 Aug 2024

https://github.com/hristo-vrigazov/dnn.cool

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

catalyst deep-learning deep-neural-network deep-neural-networks multitask-learning multitasking pytorch task-composition task-precondition

Last synced: 03 Aug 2024

https://github.com/marco-willi/camera-trap-classifier

Automatically identify animals in camera trap images by training a deep neural network.

camera-trap-classifier camera-trap-images convolutional-neural-networks deep-neural-networks ecology-modelling identifying-animal-species

Last synced: 01 Aug 2024

https://github.com/ayulockin/losslandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

deep-neural-networks keras loss-landscape neural-networks tensorflow

Last synced: 03 Oct 2024

https://github.com/yangboz/godpaper

:monkey_face: An AI chess-board-game framework(by many programming languages) implementations.

actionscript ai alphago board-game cnn deep-neural-networks deep-reinforcement-learning deeplearning dnn docker finite-state-machine flash fuzzy-logic-control game-engine kubernetes mcts microservice policytree starling wiki

Last synced: 03 Aug 2024

https://github.com/LukasHedegaard/continual-inference

A Python library for Continual Inference Networks in PyTorch

cnn continual-inference convolutional-neural-networks deep-learning deep-neural-networks efficiency machine-learning neural-networks pytorch recurrent-neural-network

Last synced: 03 Aug 2024

https://github.com/mdsunivie/deeperwin

DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

deep-learning deep-neural-networks physical-chem quantum-monte-carlo schrodinger-equation transfer-learning variational-monte-carlo weight-sharing

Last synced: 02 Aug 2024

https://github.com/rangilyu/mobilenext

non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]

deep-neural-networks mobilenet pytorch

Last synced: 03 Oct 2024

https://github.com/dansuh17/deep-learning-roadmap

my own deep learning mastery roadmap

ai cnn deep-learning deep-neural-networks gan gans generative-adversarial-network nas neural-architecture-search neural-network papers roadmap

Last synced: 03 Oct 2024

https://github.com/benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 01 Aug 2024

https://github.com/sanechips-multimedia/syenet

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

computer-vision deep-neural-networks

Last synced: 31 Jul 2024

https://github.com/mkang315/CST-YOLO

[ICIP'24 Oral Presentation] Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".

blood-cell-counting-dataset blood-cell-detection blood-cell-detection-dataset complete-bloodcell-count computer-vision convolutional-neural-networks deep-learning deep-neural-networks medical-image-analysis medical-image-computing medical-image-detection medical-image-processing multiscale object-detection shufflenet small-object-detection swin-transformer transformer yolo yolov7

Last synced: 02 Aug 2024

https://github.com/saareliad/FTPipe

FTPipe and related pipeline model parallelism research.

deep-neural-networks distributed-training fine-tuning nlp pipeline-parallelism t5

Last synced: 01 Aug 2024

https://github.com/aydinnyunus/machine-learning

Machine Learning (Easy to Hard step by step)

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-translation machinelearning machinelearning-python python python-3 python-script python2 python27 python3

Last synced: 01 Oct 2024

https://github.com/joisino/speedbook

書籍『深層ニューラルネットワークの高速化』のサポートサイトです。

deep-learning deep-neural-networks distillation efficiency neural-networks pruning pytorch quantization

Last synced: 26 Sep 2024

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 28 Sep 2024

https://github.com/gsurma/deep_dream

DeepDream psychodelic image generator.

artificial-intelligence cnn convolutional-neural-networks deep-dream deep-dreaming deep-learning deep-neural-networks inception machine-learning python python3 style-transfer tensorflow tensorflow-examples

Last synced: 26 Sep 2024

https://github.com/karolzak/cntk-hotel-pictures-classificator

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

ai alexnet-model classification cntk cntk-model cognitive-toolkit deep-learning deep-neural-networks dsvm faster-rcnn machine-learning ml object-classification object-detection python transfer-learning

Last synced: 03 Oct 2024

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 01 Aug 2024

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 07 Aug 2024

https://github.com/ayushexel/detectx-yolo-v3

Yolo-V3 implementation from scratch in pytorch

computer-vision deep-learning deep-neural-networks deeplearning machine-learning pytorch yolov3

Last synced: 03 Oct 2024

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 02 Aug 2024

https://github.com/skalskip/yolov5js

Effortless YOLOv5 javascript deployment

ai deep-learning deep-neural-networks javascript machine-learning tensorflowjs typescript yolo yolov5

Last synced: 03 Oct 2024

https://github.com/sakemin/cog-musicgen-chord

Chord conditioning implemented MusicGen

deep-learning deep-neural-networks music-generation music-generation-deep-learning

Last synced: 01 Aug 2024

https://github.com/idouble/deep-learning-machine-learning-ai-tensorflow-python

🐍 A Collection of Notes for Learning & Understanding Deep Learning / Machine Learning / Artificial Intelligence (AI) with TensorFlow 🐍

ai artificial artificial-intelligence artificial-neural-networks biases deep-learning deep-neural-networks inputs machine-learning machine-learning-algorithms multidimensional-arrays neural-networks outputs python summation tensor tensorflow tensorflow-examples understanding-neural-networks weights

Last synced: 26 Sep 2024

https://github.com/vinitra-zz/neural-text-style-transfer

Style Transfer for non-parallel text

autoencoder deep-neural-networks nlp style-transfer

Last synced: 03 Oct 2024

https://github.com/corochann/chainer-pointnet

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

chainer classification cupy deep-learning deep-neural-networks pointnet segmentation

Last synced: 31 Jul 2024

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 01 Aug 2024

https://github.com/louisyuzhe/MachineLearning_NILM

Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

deep deep-neural-networks denoising-autoencoders energy-disaggregation lstm-neural-networks machine-learning nilm resnet