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Deep learning

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

https://github.com/tzutalin/labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

annotations deep-learning detection image-classification imagenet python2 python3 recognition tools

Last synced: 06 Nov 2024

https://github.com/heartexlabs/labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

annotations deep-learning detection image-classification imagenet python2 python3 recognition tools

Last synced: 05 Oct 2024

https://github.com/humansignal/labelimg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

annotations deep-learning detection image-classification imagenet python2 python3 recognition tools

Last synced: 29 Sep 2024

https://github.com/HumanSignal/labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

annotations deep-learning detection image-classification imagenet python2 python3 recognition tools

Last synced: 25 Oct 2024

https://github.com/alexeyab/darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

computer-vision deep-learning deep-learning-tutorial deep-neural-networks dnn neural-network object-detection scaled-yolov4 scaledyolov4 yolo yolov3 yolov4

Last synced: 29 Sep 2024

https://github.com/AlexeyAB/darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

computer-vision deep-learning deep-learning-tutorial deep-neural-networks dnn neural-network object-detection scaled-yolov4 scaledyolov4 yolo yolov3 yolov4

Last synced: 25 Oct 2024

https://github.com/fastai/fastbook

The fastai book, published as Jupyter Notebooks

book data-science deep-learning fastai machine-learning notebooks python

Last synced: 16 Dec 2024

https://github.com/zergtant/pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

deep-learning machine-learning neural-network pytorch pytorch-handbook pytorch-tutorials

Last synced: 16 Dec 2024

https://github.com/tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 16 Dec 2024

https://github.com/Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 25 Oct 2024

https://github.com/huggingface/datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

Last synced: 16 Dec 2024

https://github.com/tensorflow/tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

deep-learning deep-neural-network gpu-acceleration javascript machine-learning neural-network typescript wasm web-assembly webgl

Last synced: 16 Dec 2024

https://github.com/shusentang/dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

computer-vision d2l deep-learning deep-learning-tutorial natural-language-processing pytorch pytorch-tutorial

Last synced: 17 Dec 2024

https://github.com/ShusenTang/Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

computer-vision d2l deep-learning deep-learning-tutorial natural-language-processing pytorch pytorch-tutorial

Last synced: 31 Oct 2024

https://github.com/microsoft/cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 17 Dec 2024

https://github.com/Microsoft/CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 07 Nov 2024

https://github.com/microsoft/CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 24 Oct 2024

https://github.com/unity-technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d

Last synced: 16 Dec 2024

https://github.com/emilwallner/screenshot-to-code

A neural network that transforms a design mock-up into a static website.

cnn cnn-keras deep-learning encoder-decoder floydhub jupyter jupyter-notebook keras lstm machine-learning seq2seq

Last synced: 16 Dec 2024

https://github.com/machinelearningmindset/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 29 Oct 2024

https://github.com/instillai/TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 27 Oct 2024

https://github.com/instillai/tensorflow-course

:satellite: Simple and ready-to-use tutorials for TensorFlow

deep-learning deep-learning-tutorial python tensorflow

Last synced: 17 Dec 2024

https://github.com/emilwallner/Screenshot-to-code

A neural network that transforms a design mock-up into a static website.

cnn cnn-keras deep-learning encoder-decoder floydhub jupyter jupyter-notebook keras lstm machine-learning seq2seq

Last synced: 25 Oct 2024

https://github.com/nlp-love/ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

deep-learning machine-learning nlp

Last synced: 15 Dec 2024

https://github.com/Unity-Technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d

Last synced: 27 Oct 2024

https://github.com/microsoft/qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

algorithmic-trading auto-quant deep-learning finance fintech investment machine-learning paper platform python quant quant-dataset quant-models quantitative-finance quantitative-trading research research-paper stock-data

Last synced: 16 Dec 2024

https://github.com/NLP-LOVE/ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

deep-learning machine-learning nlp

Last synced: 06 Nov 2024

https://github.com/cmusatyalab/openface

Face recognition with deep neural networks.

deep-learning face-recognition facenet

Last synced: 16 Dec 2024

https://cmusatyalab.github.io/openface/

Face recognition with deep neural networks.

deep-learning face-recognition facenet

Last synced: 20 Nov 2024

https://github.com/tensorflow/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

deep-learning machine-learning machine-translation reinforcement-learning tpu

Last synced: 29 Sep 2024

https://github.com/microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

ai-framework deep-learning hardware-acceleration machine-learning neural-networks onnx pytorch scikit-learn tensorflow

Last synced: 16 Dec 2024

https://github.com/kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy

Last synced: 13 Oct 2024

https://github.com/mikoto10032/deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow

Last synced: 17 Dec 2024

https://github.com/aliaksandrsiarohin/first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

deep-learning generative-model image-animation motion-retargeting

Last synced: 21 Dec 2024

https://github.com/Mikoto10032/DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow

Last synced: 08 Nov 2024

https://github.com/AliaksandrSiarohin/first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

deep-learning generative-model image-animation motion-retargeting

Last synced: 31 Oct 2024

https://github.com/horovod/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 16 Dec 2024

https://github.com/dair-ai/ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

ai data-science deep-learning machine-learning natural-language-processing nlp

Last synced: 03 Dec 2024

https://github.com/dair-ai/ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

ai data-science deep-learning machine-learning natural-language-processing nlp

Last synced: 25 Oct 2024

https://github.com/mlc-ai/web-llm

High-performance In-browser LLM Inference Engine

chatgpt deep-learning language-model llm tvm webgpu webml

Last synced: 16 Dec 2024

https://github.com/datawhalechina/leedl-tutorial

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial

Last synced: 16 Dec 2024

https://github.com/nvidia/deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation

Last synced: 16 Dec 2024

https://github.com/davisking/dlib

A toolkit for making real world machine learning and data analysis applications in C++

c-plus-plus computer-vision deep-learning dlib machine-learning machine-learning-library python

Last synced: 16 Dec 2024

https://github.com/dmlc/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

deep-learning graph-neural-networks

Last synced: 16 Dec 2024

https://github.com/NVIDIA/DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation

Last synced: 27 Oct 2024

https://github.com/janishar/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking

Last synced: 17 Dec 2024

https://github.com/blinkdl/rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 16 Dec 2024

https://github.com/PaddlePaddle/PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)【安全加固,暂停交互,请耐心等待】

awesome deep-learning model nlp text2image vision

Last synced: 29 Oct 2024

https://github.com/paddlepaddle/paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)【安全加固,暂停交互,请耐心等待】

awesome deep-learning model nlp text2image vision

Last synced: 29 Sep 2024

https://github.com/BlinkDL/RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 28 Oct 2024

https://github.com/wkentaro/labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation

Last synced: 24 Oct 2024

https://github.com/extreme-assistant/cvpr2024-paper-code-interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

computer-vision cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers

Last synced: 18 Nov 2024

https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

computer-vision cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers

Last synced: 28 Oct 2024

https://github.com/junyanz/cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 17 Dec 2024

https://junyanz.github.io/CycleGAN/

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 27 Oct 2024

https://github.com/junyanz/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 25 Oct 2024

https://github.com/alex000kim/nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

content-moderation deep-learning machine-learning nsfw nsfw-classifier pornography

Last synced: 17 Dec 2024

https://github.com/chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom

Last synced: 17 Dec 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 850 awesome-deep-learning 597 awesome-production-machine-learning 583 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 166 awesome-project-ideas 57 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 Awesome-Prompt-Engineering 147 Awesome-ChatGPT 102 Awesome-Geospatial 1,261 awesome-ai-in-finance 138 Awesome-AIGC-Tutorials 140 awesome-knowledge-distillation 204 awesome-hand-pose-estimation 495 awesome-RLHF 211 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-image-classification 220 awesome-anomaly-detection 138 awesome-ml-courses 40 awesome-deep-text-detection-recognition 145 Awesome-Quant-Machine-Learning-Trading 123 awesome-human-pose-estimation 89 awesome-tensor-compilers 165 awesome-python-data-science 379 Awesome-Deblurring 402 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 awesome-autonomous-vehicles 296 Awesome-Text2SQL 269 Awesome-Rust-MachineLearning 48 Awesome-Model-Quantization 528 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-deep-learning-resources 141 awesome-fraud-detection-papers 186 awesome-self-supervised-gnn 440 Awesome-Diffusion-Models-in-Medical-Imaging 366 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 680 Awesome-FL 2,308 awesome-low-light-image-enhancement 197 awesome-ai-ml-dl 95 awesome-diarization 181