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Computer vision

Computer vision is an interdisciplinary field that deals with how computers can be made to gain high-level understanding of digital images and videos.

https://github.com/opencv/opencv

Open Source Computer Vision Library

c-plus-plus computer-vision deep-learning image-processing opencv

Last synced: 23 Dec 2024

https://github.com/d2l-ai/d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python

Last synced: 23 Dec 2024

https://github.com/d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 23 Dec 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/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/lucidrains/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

artificial-intelligence attention-mechanism computer-vision image-classification transformers

Last synced: 23 Dec 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: 23 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: 24 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/pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

computer-vision machine-learning

Last synced: 23 Dec 2024

https://github.com/graphdeco-inria/gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

computer-graphics computer-vision radiance-field

Last synced: 23 Dec 2024

https://github.com/maaassistantarknights/maaassistantarknights

《明日方舟》小助手,全日常一键长草!| A one-click tool for the daily tasks of Arknights, supporting all clients.

arknights computer-vision maa

Last synced: 23 Dec 2024

https://github.com/MaaAssistantArknights/MaaAssistantArknights

《明日方舟》小助手,全日常一键长草!| A one-click tool for the daily tasks of Arknights, supporting all clients.

arknights computer-vision maa

Last synced: 03 Nov 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: 23 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: 23 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/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: 24 Dec 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://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/mediar-ai/screenpipe

build ai agents that have the full context, open source, runs locally, developer friendly. 24/7 screen, mic, keyboard recording and control

agents agi ai computer-vision llm machine-learning ml multimodal vision

Last synced: 24 Dec 2024

https://github.com/openframeworks/openframeworks

openFrameworks is a community-developed cross platform toolkit for creative coding in C++.

android audio computer-vision creative-coding emscripten graphics ios linux opencv openframeworks opengl osx raspberry-pi video windows

Last synced: 23 Dec 2024

https://github.com/openframeworks/openFrameworks

openFrameworks is a community-developed cross platform toolkit for creative coding in C++.

android audio computer-vision creative-coding emscripten graphics ios linux opencv openframeworks opengl osx raspberry-pi video windows

Last synced: 27 Oct 2024

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 23 Dec 2024

https://github.com/peterl1n/robustvideomatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 25 Dec 2024

https://github.com/PeterL1n/RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 30 Oct 2024

https://github.com/xuebinqin/u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 23 Dec 2024

https://github.com/activeloopai/deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 23 Dec 2024

https://github.com/activeloopai/Hub

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

ai computer-vision cv data-science datalake datasets deep-learning image-processing langchain large-language-models llm machine-learning ml mlops multi-modal python pytorch tensorflow vector-database vector-search

Last synced: 08 Dec 2024

https://github.com/xuebinqin/U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 25 Oct 2024

https://github.com/colmap/colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

computer-vision geometry multi-view-stereo reconstruction structure-from-motion

Last synced: 23 Dec 2024

https://github.com/bytedeco/javacv

Java interface to OpenCV, FFmpeg, and more

computer-vision ffmpeg java javacv maven multimedia opencv opencv-java

Last synced: 23 Dec 2024

https://github.com/amusi/deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

computer-vision deep-learning interview machine-learning natural-language-processing recommendation-system slam

Last synced: 04 Dec 2024

https://github.com/rerun-io/rerun

Visualize streams of multimodal data. Free, fast, easy to use, and simple to integrate. Built in Rust.

computer-vision cpp multimodal python robotics rust visualization

Last synced: 23 Dec 2024

Computer vision Awesome Lists
Awesome-pytorch-list 704 awesome-self-supervised-learning 453 awesome-multimodal-ml 480 Awesome-Transformer-Attention 2,160 awesome_3DReconstruction_list 169 awesome-hand-pose-estimation 495 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 454 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 awesome-industrial-anomaly-detection 680 Awesome-FL 2,308 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 184 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-grounding 154 awesome-attention-mechanism-in-cv 195 Awesome-Image-Colorization 119 awesome-ai-awesomeness 236 openstl 43 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 159 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 197 awesome-multi-task-learning 229 awesome-holistic-3d 129 awesome-robotics-3d 106 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-llm-and-aigc 1,240 awesome-photogrammetry 68 Awesome-3D-Object-Detection 169 awesome-computer-vision-models 189 awesome-optical-flow 110 Awesome-Parameter-Efficient-Transfer-Learning 121 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 Awesome-Monocular-3D-detection 97 awesome_computer_science 116 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-ai-data-guided-projects 56