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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/tarrysingh/artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 07 Jan 2025

https://github.com/google-deepmind/dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning

Last synced: 02 Nov 2024

https://github.com/deepmind/dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning

Last synced: 08 Nov 2024

https://github.com/trickygo/dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 09 Jan 2025

https://github.com/mlfoundations/open_flamingo

An open-source framework for training large multimodal models.

computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch

Last synced: 07 Jan 2025

https://github.com/TrickyGo/Dive-into-DL-TensorFlow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 06 Nov 2024

https://trickygo.github.io/Dive-into-DL-TensorFlow2.0/

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

book chinese-simplified cv deep-learning dive-into-deep-learning jupyter-notebook nlp python3 tensorflow2 tutorials

Last synced: 31 Oct 2024

https://github.com/clovaai/deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

crnn deep-learning grcnn iccv2019 ocr ocr-recognition r2am rare recognition rosetta scene-text scene-text-recognition star-net text-recognition

Last synced: 09 Jan 2025

https://github.com/tinyvision/DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

damo-yolo deep-learning imagenet nas object-detection onnx pytorch tensorrt yolo yolov5

Last synced: 28 Oct 2024

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 09 Nov 2024

https://github.com/rasbt/machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

deep-learning machine-learning neural-networks pytorch scikit-learn

Last synced: 07 Jan 2025

https://github.com/apachecn/hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】

book deep-learning machine-learning python sklearn tensorflow

Last synced: 26 Sep 2024

https://github.com/poloclub/transformer-explainer

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

deep-learning generative-ai gpt langauge-model llm visualization

Last synced: 08 Jan 2025

https://github.com/rom1504/img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

big-data dataset deep-learning download-images image image-dataset multimodal

Last synced: 07 Jan 2025

https://github.com/ikostrikov/pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

a2c acktr actor-critic advantage-actor-critic ale atari continuous-control deep-learning deep-reinforcement-learning hessian kfac kronecker-factored-approximation mujoco natural-gradients ppo proximal-policy-optimization pytorch reinforcement-learning roboschool second-order

Last synced: 09 Jan 2025

https://poloclub.github.io/transformer-explainer/

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

deep-learning generative-ai gpt langauge-model llm visualization

Last synced: 27 Dec 2024

https://github.com/bytedance/byteps

A high performance and generic framework for distributed DNN training

deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow

Last synced: 09 Jan 2025

https://github.com/yunyang1994/tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

deep-learning object-detection tensorflow yolov3

Last synced: 07 Jan 2025

https://github.com/YunYang1994/tensorflow-yolov3

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

deep-learning object-detection tensorflow yolov3

Last synced: 28 Oct 2024

https://github.com/cleardusk/3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 03 Jan 2025

https://github.com/deepchecks/deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

Last synced: 06 Jan 2025

https://github.com/mlc-ai/web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

deep-learning stable-diffusion tvm web-assembly webgpu webml

Last synced: 09 Jan 2025

https://github.com/luodian/otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

artificial-inteligence chatgpt deep-learning embodied-ai foundation-models gpt-4 instruction-tuning large-scale-models machine-learning multi-modality visual-language-learning

Last synced: 09 Jan 2025

https://github.com/Luodian/Otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

artificial-inteligence chatgpt deep-learning embodied-ai foundation-models gpt-4 instruction-tuning large-scale-models machine-learning multi-modality visual-language-learning

Last synced: 24 Oct 2024

https://github.com/cleardusk/3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

3d 3d-face 3dmm computer-vision deep-learning face-alignment python pytorch

Last synced: 01 Nov 2024

https://github.com/cvg/lightglue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

deep-learning image-matching pose-estimation transformers

Last synced: 08 Jan 2025

https://github.com/pytorch/text

Models, data loaders and abstractions for language processing, powered by PyTorch

data-loader dataset deep-learning models nlp pytorch

Last synced: 06 Jan 2025

https://github.com/kermitt2/grobid

A machine learning software for extracting information from scholarly documents

bibliographical-references crf deep-learning fulltext hamburger-to-cow machine-learning metadata pdf rnn scientific-articles transformers

Last synced: 07 Jan 2025

https://github.com/nelsonzhao/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 10 Jan 2025

https://github.com/NELSONZHAO/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 19 Nov 2024

https://github.com/kuprel/min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

artificial-intelligence deep-learning pytorch text-to-image

Last synced: 09 Jan 2025

https://github.com/foolwood/siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 10 Jan 2025

https://github.com/NVlabs/tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

cuda deep-learning gpu mlp nerf neural-network pytorch real-time rendering

Last synced: 27 Oct 2024

https://github.com/foolwood/SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

computer-vision cvpr2019 deep-learning object-tracking pytorch read-time video-object-segmentation visual-tracking

Last synced: 28 Oct 2024

https://github.com/fundamentalvision/bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

autonomous-driving computer-vision deep-learning object-detection

Last synced: 08 Jan 2025

https://github.com/postech-cvlab/pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 07 Jan 2025

https://github.com/POSTECH-CVLab/PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 06 Nov 2024

https://github.com/cvg/LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

deep-learning image-matching pose-estimation transformers

Last synced: 26 Nov 2024

https://github.com/magicleap/supergluepretrainednetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

deep-learning feature-matching graph-neural-networks pose-estimation

Last synced: 07 Jan 2025

https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 09 Jan 2025

https://github.com/beastbyteai/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

chatgpt deep-learning llm machine-learning scikit-learn transformers

Last synced: 07 Jan 2025

https://github.com/richzhang/colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms

Last synced: 10 Jan 2025

https://github.com/apache/singa

a distributed deep learning platform

deep-learning

Last synced: 07 Jan 2025

https://github.com/apache/incubator-singa

a distributed deep learning platform

deep-learning

Last synced: 07 Jan 2025

https://github.com/guillaume-chevalier/lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow

Last synced: 10 Jan 2025

https://github.com/iryna-kondr/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

chatgpt deep-learning llm machine-learning scikit-learn transformers

Last synced: 31 Dec 2024

https://github.com/magicleap/SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

deep-learning feature-matching graph-neural-networks pose-estimation

Last synced: 28 Nov 2024

https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow

Last synced: 28 Oct 2024

https://github.com/google-research/scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

attention computer-vision deep-learning jax research transformers vision-transformer

Last synced: 07 Jan 2025

https://github.com/hitsz-ids/synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

agent data-generator deep-learning gan generative-ai llm machine-learning privacy synthetic-data tabular-data

Last synced: 07 Jan 2025

https://github.com/higgsfield/higgsfield

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

cluster-management deep-learning distributed llama llama2 llm machine-learning mlops pytorch

Last synced: 09 Nov 2024

Deep learning Awesome Lists
awesome-deep-learning-papers 238 awesome-datascience 826 awesome-deep-learning 597 awesome-production-machine-learning 584 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 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 206 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 414 Deep-Learning-for-Medical-Applications 62 awesome-AIOps 49 awesome-industrial-anomaly-detection 695 Awesome-FL 2,323 awesome-ai-ml-dl 95 awesome-diarization 181 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 410