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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

GitHub: https://github.com/topics/pytorch
Wikipedia: https://en.wikipedia.org/wiki/PyTorch
Repo: https://github.com/pytorch/pytorch
Created by: Facebook's AI Research lab (FAIR)
Released: September 2016
Related Topics: python, pytorch-tutorial,
Last updated: 2024-07-29 13:55:27 UTC
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https://github.com/newronai/newron-sdk

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow

Last synced: 26 Sep 2024

https://github.com/colinwu0403/llama-2-hf-chatbot

Chatbot from pretrained LLaMA-2 LLM model, fine-tuned with medical research papers using RAG (Retrieval-Augmented Generation)

django langchain llama2 llm pytorch reactjs transformers

Last synced: 24 Sep 2024

https://github.com/vachanvy/diffusion-transformer

"Scalable Diffusion Models with Transformers" | Diffusion Transformer implementation in PyTorch and JAX

deep-learning diffusion-models diffusion-transformer jax jax-implementation python pytorch pytorch-implementation transformers

Last synced: 26 Sep 2024

https://github.com/mrpranavr/virtual-self--driving-car

Create a virtual self driving car using reinforcement learning with pytorch and Kivy

kivy-framework python pytorch reinforcement-learning

Last synced: 24 Sep 2024

https://github.com/omanshu209/disney-trailer-hub-ai

This is a cross - platform Python - based application using KivyMD, offering a delightful exploration of Disney movies with detailed information, trailers, and an AI component for predicting characters.

android android-application artificial-intelligence deep-learning disney kivy kivymd kivymd-python kvlang machine-learning pixar python python3 pytorch

Last synced: 24 Sep 2024

https://github.com/minggnim/nlp-models

A repository for training transformer based models

chatbot chatbots ctransformers deeplearning falcon fine-tuning gpt-2 langchain llama2 llms multi-label-classification multi-task-learning nlp pytorch qdrant-vector-database transformers

Last synced: 24 Sep 2024

https://github.com/uppulurikalyani/ml-nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!

ann cnn computer-vision keras-neural-networks keras-tensorflow machine-learning ml-frameworks natural-language-processing neural-networks opencv python pytorch transfer-learning

Last synced: 25 Sep 2024

https://github.com/michedev/tensorguard

TensorGuard helps to guard against bad Tensor shapes in any tensor based library

deep-learning numpy pytorch tensorflow

Last synced: 26 Sep 2024

https://github.com/kentakoong/optimize-finetuning-llm

A repository where we Optimize the Fine-tuning process of LLMs in LANTA

lanta llama2 optimization pytorch slurm transformers

Last synced: 24 Sep 2024

https://github.com/ruddyscent/adlab-e2e

End-to-end autonomous driving simulation using Carla, ROS, and PyTorch.

autonomous-driving carla end-to-end jupyter pytorch ros

Last synced: 24 Sep 2024

https://github.com/surajiyer/spacybert

BERT inference (with similar function to hanxiao/bert-as-service) for spaCy with custom extension attributes

bert huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch pytorch-model spacy spacy-extension spacy-pipeline

Last synced: 24 Sep 2024

https://github.com/mattzcarey/micrograd.zig

small (and partial) autograd engine inspired from Karpathy's micrograd and PyTorch, written in Zig

autograd llm llvm machine-learning micrograd pytorch zig

Last synced: 26 Sep 2024

https://github.com/plandes/deeplearn

General deep learning tools

bilstm-crf convolutional-neural-networks crf deep-learning pypi pypi-link pytorch pytorch-cnn utility vectorized-features

Last synced: 24 Sep 2024

https://github.com/video-analysis-opensource/docker_hub_sync

同步AI开发常用的docker镜像到阿里云镜像仓库，便于在国内快速拉取镜像。如：pytorch

centos docker-image openjdk pytorch rocm tensorflow torch ubuntu

Last synced: 25 Sep 2024

https://github.com/akaqox/binary_classification_pytorch

While using pytorch library and cat dog dataset, I tried to preserve clean code. Some extra properties added.

binary-c checkpoints classification clean-code early-stopping plot python pytorch pytorch-implementation readability

Last synced: 26 Sep 2024

https://github.com/luca-parisi/hyper_sinh

hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch

activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch

Last synced: 26 Sep 2024

https://github.com/monzerdev/sign-language-detection

Real-time sign language detection using CNN and MediaPipe for hand landmark recognition. Implements deep learning models to classify sign language gestures from live video input.

cnn computer-vision deep-learning machine-learning mediapipe opencv pandas python pytorch real-time signlanguagedetection

Last synced: 26 Sep 2024

https://github.com/omanshu209/securo-iot

AI based security system!

arduino arduino-uno artificial-intelligence cnn inception-resnet-v1 kivy kivymd machine-learning mtcnn mtcnn-pytorch object-detection opencv python3 pytorch resnet18 security security-automation torch torchvision yolov5

Last synced: 26 Sep 2024

https://github.com/saforem2/wordplay

Playing with words

gpt llm pytorch

Last synced: 31 Jul 2024

https://github.com/Tianguistengo/MLexperiments-research-computervision-climatechange

Machine Learning experiments and research

climate-data computer-vision deep-learning dimensionality-reduction interpretability python pytorch satellite-imagery scientific-research transfer-learning

Last synced: 03 Aug 2024

https://github.com/namiyousef/multi-task-learning

Repository for multi task learning

mtl pytorch pytorch-implementation torch torchvision

Last synced: 03 Aug 2024

https://github.com/islam-hady9/generative-ai-models

Generative AI Models is a comprehensive repository dedicated to the implementation of cutting-edge generative AI models using Python. It features various models, including those for image captioning and text-to-image generation, leveraging advanced architectures like Vision Transformers (ViT), GPT-2, and Stable Diffusion.

computervision deeplearning generativeai gpt-2 huggingface-transformers imagecaptioning nlp pytorch stablediffusion text-to-image-generation visiontransformers

Last synced: 26 Sep 2024

https://github.com/oneapi-src/vertical-search-engine

AI Starter Kit for Semantic Vertical Search Engines using Intel® Extension for Pytorch

ai-starter-kit bert deep-learning pytorch

Last synced: 01 Aug 2024

https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/emanuele-progr/Data-Incremental-Learning

A python framework for dealing and experimenting with image classification in a data-incremental scenario.

cifar100 cnn-classification continual-learning dcnn-architectures incremental-learning machine-learning mnist pytorch tinyimagenet torchvision

Last synced: 03 Aug 2024

https://github.com/EliasVansteenkiste/plnt

A Python framework for classification of satellite imagery of the Amazon, built with Pytorch and Lasagne/Theano. The goal is to find deforestation activity.

classification deep-neural-networks kaggle lasagne python pytorch satellite-imagery

Last synced: 01 Aug 2024

https://github.com/viig99/viig99-streamlit-demos

Tool to help Visualize flex attention mod_maps.

bigbird demo flexattention pytorch streamlit

Last synced: 26 Sep 2024

https://github.com/ximitiejiang/MyCodeForPytorch

deep learning examples by pytorch implement

deep-learning pytorch tutorial

Last synced: 31 Jul 2024

https://github.com/flyingfathead/gpt2-tensorflow-to-pytorch-converter

Convert TensorFlow-based GPT-2 models to Pytorch in a breeze

conversion converter gpt-2 gpt2 llm model openai python python3 pytorch pytorch-model pytorch-models tensorflow tensorflow-model tensorflow-models tensorflow2 tf2

Last synced: 26 Sep 2024

https://github.com/YongWookHa/craft-text-detector

CRAFT text detector for high resolution image

craft high-resolution ocr pytorch pytorch-lightning text-detector

Last synced: 01 Aug 2024

https://github.com/ashishu007/NLP-Tasks

Various NLP tasks using Huggingface and Flask

flask natural-language-processing nlp pytorch question-answering

Last synced: 01 Aug 2024

https://github.com/tomshafer/karpathy-gpt

A small PyTorch GPT implementation following Andrej Karpathy's lecture on YouTube.

deep-learning gpt language-model pytorch

Last synced: 05 Aug 2024

https://github.com/codingonion/yolov5-gui-slint

YOLOv5 GUI inference framework built with Slint.

aigc awesome candle gui image-processing llm machine-learning object-detection object-recognition opencv pytorch rust slint slint-ui tauri-app yolo yolov5 yolov8

Last synced: 02 Aug 2024

https://github.com/juliusberner/theory2practice

Learning ReLU networks to high uniform accuracy is intractable (ICLR 2023)

adversarial-examples deep-learning learning-theory machine-learning-algorithms neural-networks pytorch ray-tune weights-and-biases

Last synced: 09 Aug 2024

https://github.com/ksasso1028/indi-debanding

Image Debanding using Inversion by Direct Iteration

autoencoder cnn debanding diffusion diffusion-models fast fast-fourier-transform fourier-transform image-debanding image-restoration indi inversion open-source opencv pytorch pytorch-lightning restoration unet unet-pytorch

Last synced: 01 Aug 2024

https://github.com/bobzheng00/medscan-mentor

MediScan Mentor is an innovative application designed to assist medical students in interpreting CT scans.

artificial-intelligence brain-diseases colab-notebook ct-scans deep-learning education machine-learning medical-ai-project medical-imaging mongodb numpy object-detection openai pandas pubmed python pytorch rag streamlit yolov5

Last synced: 26 Sep 2024

https://github.com/tiskw/gaussian-process-bootstrapping-layer

PyTorch implementation of the Gaussian process bootstrapping layer

artificial-intelligence deep-neural-networks gaussian-processes machine-learning python pytorch

Last synced: 01 Aug 2024

https://github.com/kapshaul/deeplearning

Exploring deep learning networks and solving diverse problems through fun and practical implementations, from basics to advanced techniques.

deep-learning machine-learning nueral-network parametric-estimation pytorch tensorflow

Last synced: 26 Sep 2024

https://github.com/nhix00/egogesture_recognition

Project for Computer Vision course at Sapienza University of Rome

cv egogesture gesture-recognition lightning pytorch

Last synced: 26 Sep 2024

https://github.com/markivory2973/facerecognition

Face recognition in PyTorch.

celeba lfw python pytorch resnet-18

Last synced: 26 Sep 2024

https://github.com/kavayk29/quora-duplicate-question-pair

This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.

beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost

Last synced: 26 Sep 2024

https://github.com/williamcorsel/torchmenu

GUI for managing your TorchServe server

deployment gui mlops pytorch torchserve

Last synced: 25 Sep 2024

https://github.com/kawai-senpai/heartly

Heartly is a Python application developed with Kivy, designed to evaluate the risk of heart disease based on user inputs. The application utilizes a neural network model to predict the likelihood of heart disease, providing a percentage risk based on a series of questions related to the user's health and lifestyle.

deep-learning deep-neural-networks heart-disease kivy kivy-framework kivymd pytorch

Last synced: 25 Sep 2024

https://github.com/ravindramohith/satellitemapgan

This project implements the BiCycleGAN architecture for multimodal image-to-image translation from scratch using PyTorch

bicyclegan computer-vision generative-adversarial-network pytorch vae-gan

Last synced: 26 Sep 2024

https://github.com/eilliw/trash-classification-public

Custom Yolov8x-cls edge model deployment and training to classify trash vs recycling.

computer-vision image-classification machine-learning pytorch raspberry-pi-4 roboflow-dataset triton-inference-server yolov8

Last synced: 26 Sep 2024

https://github.com/matin-ghorbani/resnet-from-scratch

ResNet Implementation from Scratch using PyTorch

deep-learning pytorch resnet

Last synced: 26 Sep 2024

https://github.com/tronik27/pytorch_models_3d

Python library with 3D Neural Networks based on PyTorch.

3d-semantic-segmentation cnn python3 pytorch

Last synced: 26 Sep 2024

https://github.com/billypilgrim22/deepweight

DeepWeight automates the manual billing process by using a load cell to measure weight, USB camera to capture image, predict fruit type using a deep learning model and printer to print a receipt.

classification cnn deep-learning fastai hx711 load-cell neural-network pytorch raspberry-pi raspberry-pi-3

Last synced: 24 Sep 2024

https://github.com/priyanshudutta04/ai-self-checkout

Automated AI self checkout system using CNN and Yolo.

cnn computer-vision deep-learning pytorch self-checkout tensorflow yolov8

Last synced: 26 Sep 2024

https://github.com/aiatyourservice/deeplearningforcoders

Hey, this repo contains code from deep learning specialization by Andrew NG

deep-learning nltk python pytorch spacy

Last synced: 24 Sep 2024

https://github.com/islam-hady9/smartai_customersupport

Smart Customer Support Assistant

customer-support gpt-2 natural-language-processing python pytorch scikit-learn transformers

Last synced: 26 Sep 2024

https://github.com/monzerdev/fake-news-detection

Project implementing machine learning models to detect fake news articles. Utilizes Deep Neural Networks, Support Vector Machines (SVM), and Ensemble methods (Random Forest). Developed using Python with scikit-learn, PyTorch, and nltk.

dnn fakenewsdetection machinelearning nlp nltk python pytorch random-forest scikit-learn svm

Last synced: 26 Sep 2024

https://github.com/onlydole/pytorch-keynote-2024

PyTorch-powered app that turns images into music. Upload a pic, get a unique electronic composition.

ai genai kubernetes pytorch

Last synced: 26 Sep 2024

https://github.com/shivamgupta92/reinforcement_learning_snakegameai

Deep Q-Networks (DQN) to train an AI agent to play the Snake game. The AI controls the snake, making decisions in real-time to maximize its score while avoiding collisions. The agent learns to improve its performance by playing multiple games and adjusting its strategy based on rewards and penalties.

agent-based-modeling artificial-intelligence dqn-pytorch neural-network pygame python3 pytorch qlearning-algorithm reinforcement-learning snake-game

Last synced: 26 Sep 2024

https://github.com/aivclab/vision

Implementations of computer vision algorithms

agent algorithms classification computer-vision computer-vision-algorithms deep-learning image-segmentation machine-learning neodroid python pytorch segmentation vision

Last synced: 26 Sep 2024

https://github.com/matin-ghorbani/iou-from-scratch

Intersection Over Union from Scratch using PyTorch

intersection-over-union iou object-detection pytorch

Last synced: 26 Sep 2024

https://github.com/bitcoinchatgpt/jacobian-curve-vulnerability-algorithm

Discover the implications of the Jacobian Curve vulnerability in elliptic curve cryptography, particularly its impact on the Elliptic Curve Digital Signature Algorithm (ECDSA). This article explores how attackers can exploit this flaw to generate fraudulent transactions, create fake signatures, and compromise the integrity of blockchain systems.

ai bitcoin bitcoin-wallet chatgpt chatgpt-api colab-notebook language-modeling openai pytorch

Last synced: 26 Sep 2024

https://github.com/jonasricker/autocvd

Tool to automatically set CUDA_VISIBLE_DEVICES based on GPU utilization. Usable from command line and code.

cuda cuda-visible-devices gpu keras machine-learning nvidia python pytorch tensorflow

Last synced: 24 Sep 2024

https://github.com/jordanfrecon/bregmanet

Bregman Neural Network

deep-learning neural-networks pytorch

Last synced: 24 Sep 2024

https://github.com/flysirin/adstextclassification

Classification of advertisements by topic

excel pandas python pytorch scikit-learn

Last synced: 25 Sep 2024

https://github.com/coreylowman/rl_simply

Simple pytorch implementations of RL algorithms

pytorch reinforcement-learning reinforcement-learning-algorithms rl sac soft-actor-critic td3

Last synced: 05 Aug 2024

https://github.com/akaqox/unet-segmentation-with-docker

U-Net segmentation algorithm with options of pretrained resnet34 and resnet50 encoders. All of the project dockerized with gpu suppport on anaconda environment with multiple loss support..

docker docker-container docker-image dockerfile image-processing image-segmentation leaf-disease-classification multiple-loss-function preprocessing python pytorch pytorch-cnn resnet resnet34 resnet50 unet unet-image-segmentation unet-pytorch

Last synced: 26 Sep 2024

https://github.com/naivenlp/rapidnlp-datasets

Data pipelines for both TensorFlow and PyTorch!

dataset-loader keras masked-language-models pytorch question-answering sequence-classification simcse tensorflow token-classification

Last synced: 26 Sep 2024

https://github.com/devdezzies/freshvision

Fruits freshness classifier with EfficientNet trained on Spoiled and fresh fruit inspection dataset, currently available for bananas, apples, and oranges

computer-vision convolutional-neural-networks efficientnet food-vision freshness-detection image-classification pytorch tensorboard

Last synced: 24 Sep 2024

https://github.com/mryndzionek/kws_cli

Small footprint, standalone, zero dependency, offline keyword spotting (KWS) CLI tool.

c-language cli edgeml hotword-detection hotword-detector keyword-spotting kws lightweight machine-learning machinelearning onnx pytorch speech-commands speech-recognition tinyml voice-commands wake-word wake-word-detection word-spotting

Last synced: 25 Sep 2024

https://github.com/atoosaparsa/gm-koopman-public

A framework for data-driven modeling and analysis of granular materials in the strongly nonlinear regime using the modern Koopman theory

data-driven-model deep-learning granular-material koopman-operator koopman-operator-theory nonlinear-dynamics pytorch

Last synced: 26 Sep 2024

https://github.com/tawssie/zmpy3d_pt

Python implementation of 3D Zernike moments with PyTorch

3d-zernike cuda gpu protein-structure python pytorch structural-bioinformatics superposition zernike-moments

Last synced: 26 Sep 2024

https://github.com/matin-ghorbani/mean-average-precision-from-scratch

Mean Average Precision from Scratch using PyTorch

mean-average-precision object-detection pytorch

Last synced: 26 Sep 2024

https://github.com/matin-ghorbani/non-max-suppression-from-scratch

Non Max Suppression from Scratch using PyTorch

nms non-max-suppression object-detection pytorch

Last synced: 26 Sep 2024

https://github.com/matin-ghorbani/inception-net-from-scratch

Inception Net Implementation from Scratch using PyTorch

deep-learning googlenet inception pytorch

Last synced: 26 Sep 2024

https://github.com/dmickelson/newssentimentanalyzerproject

Analyzes top current headlines from major RSS news feed, Uses DistilBERT model fine-tuned for sentiment analysis. Provides a GradioUI for ease of use.

beautifulsoup gradio huggingface logging pinecone pytest python pytorch rss sentiment-analysis tqdm webscraping yaml

Last synced: 25 Sep 2024

https://github.com/beekill95/torch-training-loop

Simple Keras-inspired Training Loop for Pytorch.

keras pytorch

Last synced: 25 Sep 2024

https://github.com/raikel/dnfal

A deep learning-based library for real-time face analysis

deep-learning face-detection face-recognition opencv python pytorch video-processing

Last synced: 25 Sep 2024

https://github.com/qtle3/gpu-checker

This script checks the availability of CUDA-enabled GPUs and prints detailed GPU information for both PyTorch and TensorFlow frameworks. It's a handy utility for ensuring that your deep learning environment is correctly configured to utilize GPU acceleration.

cross-framework cuda-toolkit gpu-acceleration gpu-computing gpu-information gpu-monitoring pytorch tensorflow

Last synced: 24 Sep 2024

https://github.com/nn-analysis/nn_tuning

Neural Network Tuning Analysis Toolkit

deep-learning experimental-psychology feature-tuning neural-network neural-networks pytorch tensorflow tuning

Last synced: 24 Sep 2024

https://github.com/matteocalvanico/multiclass-classification

Net and config file to create a ML model for classifying

machine-learning multiclass-classification pytorch

Last synced: 26 Sep 2024

https://github.com/bilgenurbekar/turkishcyberbullying

Contains fine-tuned BERT models and results in the text classification category using Turkish social media data

bert-fine-tuning huggingface-transformers matplotlib numpy pandas python pytorch scikit-learn transformers

Last synced: 26 Sep 2024

https://github.com/allenvox/neural

Workspace for Neural Networks class

jupyter-notebook neural-networks numpy python pytorch tensorflow

Last synced: 25 Sep 2024

https://github.com/cestmerneil/cifar_10_pytorch_coreml

Train a CIFAR-10 model in PyTorch and export to CoreML.

cifar10 coreml macos pytorch swift

Last synced: 25 Sep 2024

https://github.com/kunalshelke90/intel_image_classification

The solution involves using computer vision and a custom PyTorch-based object detection network to identify different types of apparel from images, with an API for predictions, dockerized and deployed on AWS.

docker flask python pytorch pytorch-cnn

Last synced: 25 Sep 2024

https://github.com/subratamondal1/document-extraction

Document extraction from pdfs and images with OpenCV.

computer-vision document-extraction image-processing opencv py python3 pytorch

Last synced: 24 Sep 2024

https://github.com/krishnaura45/imagequant

Combining NLP and Deep Learning for Image-Based Entity Extraction

cnn deep-learning easyocr gpu keras-ocr lstm machine-learning nlp ocr opencv pillow pytesseract pytorch resnet-50 tensorflow

Last synced: 26 Sep 2024

https://github.com/drsartoriuss/tracking-objects-on-a-conveyor-belt

Разработка модели потокового трекинга пластиковой тары на конвейере.

motmetrics opencv pytorch ultralytics

Last synced: 26 Sep 2024

https://github.com/stadrem/midnightcamp3_b-7

메타버스 아카데미 3기 미드나잇캠프 B-7팀

csharp java krita mysql python pytorch raider substance-painter unity3d visual-studio visual-studio-code

Last synced: 24 Sep 2024

https://github.com/wyatt-avilla/sunbird

neural network based deompiler

decompilation machine-translation neural-network python pytorch tree-sitter x86-64

Last synced: 25 Sep 2024

https://github.com/psavarmattas/speechtotext

we shall build a very simple speech recognition system that takes our voice as input and produces the corresponding text by hearing the input.

facebook-api ipython librosa machine-learning numpy python pytorch soundfile transformers

Last synced: 25 Sep 2024

https://github.com/prajeshshrestha/llama-2.0-architecture-and-inference-from-scratch-with-pytorch

grouped-query-attention kv-cache llama2 pytorch pytorch-implementation rotary-positional-embedding

Last synced: 24 Sep 2024

https://github.com/jason-cs18/deep-learning-profiler

Profile your PyTorch model with model-level, layer-level, and operator-level details

profile pytorch pytorch-profiler

Last synced: 26 Sep 2024

https://github.com/rezabagher/deep-learning-basic-codes

this is deep learning with Pytorch repository

pytorch

Last synced: 26 Sep 2024

https://github.com/protyayofficial/imagecolorization

This project utilizes GANs for converting grayscale images to color, leveraging deep learning models to enhance colorization accuracy. It features customizable training pipelines, evaluation metrics, and supports further improvements with new models and techniques.

convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network image-colorization image-generation pytorch

Last synced: 26 Sep 2024

https://github.com/devdezzies/foodmini-vit

FoodMini is an image recognition model trained on subset of FoodVision 101 dataset consisting of three labels (sushi, pizza, and steak). This project implements ViT (Vision Transformer) from its original research paper as state-of-the-art image recognition model.

computer-vision image-recognition paper-implementations pytorch transformer vision-transformer