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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/amazon-science/siam-mot

SiamMOT: Siamese Multi-Object Tracking

computer-vision multi-object-tracking video-analysis

Last synced: 04 Jan 2025

https://github.com/kohjingyu/fromage

🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

computer-vision large-language-models machine-learning natural-language-processing

Last synced: 05 Nov 2024

https://github.com/hzwer/awesome-optical-flow

This is a list of awesome paper about optical flow and related work.

computer-vision deep-learning optical-flow

Last synced: 15 Nov 2024

https://github.com/hkchengrex/mivos

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

computer-vision cvpr2021 deep-learning interactive-segmentation pytorch segmentation video-object-segmentation video-segmentation

Last synced: 05 Jan 2025

https://github.com/pauldanielml/mujoco_rl_ur5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

computer-vision gym-environment mujoco pick-and-place reinforcement-learning robotics

Last synced: 06 Jan 2025

https://github.com/jo-m/trainbot

Watches a piece of train track, detects trains, and stitches together images of them.

bot computer-vision go golang stitching trains

Last synced: 16 Nov 2024

https://github.com/luyanger1799/Amazing-Semantic-Segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

computer-vision deep-learning keras-tensorflow semantic-segmentation tensorflow

Last synced: 02 Nov 2024

https://github.com/cvondrick/soundnet

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

computer-vision deep-learning sound

Last synced: 27 Oct 2024

https://github.com/TRI-ML/dd3d

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.

computer-vision deep-learning pytorch

Last synced: 28 Oct 2024

https://github.com/extreme-assistant/survey-computer-vision-2020

2020-2021年计算机视觉综述论文分方向整理

computer-vision deep-learning machine-learning paper review survey

Last synced: 18 Nov 2024

https://github.com/synthesiaresearch/humanrf

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

3d-reconstruction computer-graphics computer-vision machine-learning nerf siggraph2023

Last synced: 06 Nov 2024

https://github.com/NVlabs/intrinsic3d

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

3d 3d-reconstruction computer-vision geometry iccv iccv-2017 iccv2017 intrinsic3d keyframes lighting nvidia rgbd sdf shape-from-shading spherical-harmonics surface-reconstruction tum

Last synced: 13 Nov 2024

https://github.com/pykale/pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning

Last synced: 10 Jan 2025

https://github.com/PaulDanielML/MuJoCo_RL_UR5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

computer-vision gym-environment mujoco pick-and-place reinforcement-learning robotics

Last synced: 21 Nov 2024

https://github.com/mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 03 Nov 2024

https://github.com/JunweiLiang/Object_Detection_Tracking

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

activity-detection computer-vision deep-learning detection-tracking efficientdet maskrcnn multi-camera multi-camera-tracking multi-camera-vehicle-reid object-detection reid surveillance-videos tracking tracking-detection video-object-detection video-object-tracking

Last synced: 06 Nov 2024

https://github.com/junweiliang/object_detection_tracking

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

activity-detection computer-vision deep-learning detection-tracking efficientdet maskrcnn multi-camera multi-camera-tracking multi-camera-vehicle-reid object-detection reid surveillance-videos tracking tracking-detection video-object-detection video-object-tracking

Last synced: 05 Jan 2025

https://github.com/opendrivelab/persformer_3dlane

[ECCV 2022 Oral] Perspective Transformer on 3D Lane Detection

3d-lane-detection autonomous-driving computer-vision deep-learning lane-detection

Last synced: 05 Jan 2025

https://github.com/anmspro/traffic-signal-violation-detection-system

A Computer Vision based Traffic Signal Violation Detection System from video footage using YOLOv3 & Tkinter. (GUI Included)

computer-vision hacktoberfest object-detection opencv python tensorflow tkinter traffic-signal traffic-violation-detection yolov3

Last synced: 04 Jan 2025

https://github.com/vlgiitr/DL_Topics

List of DL topics and resources essential for cracking interviews

computer-vision deep-learning generative-models linear-algebra natural-language-processing probability-statistics

Last synced: 12 Nov 2024

https://github.com/ruiminshen/yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2

caffe2 computer-vision deep-learning deep-neural-networks object-detection onnx python pytorch yolo2

Last synced: 04 Nov 2024

https://github.com/weiyithu/NerfingMVS

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

3d-reconstruction 3dvision computer-vision deep-learning multi-view-stereo neural-radiance-fields

Last synced: 07 Nov 2024

https://github.com/mtli/PhotoSketch

Code for Photo-Sketching: Inferring Contour Drawings from Images :dog:

ai computer-vision graphics sketch

Last synced: 14 Oct 2024

https://github.com/davidcaron/pclpy

Python bindings for the Point Cloud Library (PCL)

computer-vision lidar pcl point-cloud python

Last synced: 03 Jan 2025

https://github.com/skhadem/3D-BoundingBox

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry

3d computer-vision localization pytorch

Last synced: 28 Oct 2024

https://github.com/omerbsezer/fast-pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

cnn cnn-pytorch colab-notebook colab-tutorial colaboratory computer-vision deep-learning machine-learning mlp python pytorch pytorch-implementation pytorch-tutorial rnn rnn-pytorch transfer-learning

Last synced: 06 Jan 2025

https://github.com/tanjeffreyz/auto-maple

Artificial intelligence software for MapleStory that uses various machine learning and computer vision techniques to navigate challenging in-game environments

ai bot computer-vision deep-learning maplestory python

Last synced: 07 Nov 2024

https://github.com/abdur75648/deep-learning-specialization-coursera

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

andrew-ng andrew-ng-machine-learning computer-vision convolutional-neural-networks coursera deep-learning deep-learning-andrew-ng deep-learning-coursera deep-learning-specialization face-recognition lstm machine-learning neural-networks nlp object-detection recurrent-neural-networks tensorflow transformer-architecture unet-segmentation updated

Last synced: 03 Jan 2025

https://actors-hq.com

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

3d-reconstruction computer-graphics computer-vision machine-learning nerf siggraph2023

Last synced: 30 Oct 2024

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

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

architecture classification cnn computer-vision image image-processing mlp object-detection resnet segmentation transformer transformer-architecture vision-transformer

Last synced: 17 Nov 2024

https://github.com/albarji/mixture-of-diffusers

Mixture of Diffusers for scene composition and high resolution image generation

ai computer-vision diffusion-models stable-diffusion

Last synced: 06 Jan 2025

https://github.com/eliahuhorwitz/deepsim

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 06 Jan 2025

https://github.com/eliahuhorwitz/DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 27 Nov 2024

https://github.com/OpenDriveLab/PersFormer_3DLane

[ECCV2022 Oral] Perspective Transformer on 3D Lane Detection

3d-lane-detection autonomous-driving computer-vision deep-learning lane-detection

Last synced: 28 Oct 2024

https://github.com/ashishpatel26/resourcebank_cv_nlp_mlops_2022

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

computer-vision data-science deep-learning mlops natural-language-processing

Last synced: 06 Jan 2025

https://github.com/danini/graph-cut-ransac

The Graph-Cut RANSAC algorithm proposed in paper: Daniel Barath and Jiri Matas; Graph-Cut RANSAC, Conference on Computer Vision and Pattern Recognition, 2018. It is available at http://openaccess.thecvf.com/content_cvpr_2018/papers/Barath_Graph-Cut_RANSAC_CVPR_2018_paper.pdf

computer-vision essential-matrix fundamental-matrix graph-cut-ransac homography pattern-recognition ransac robust robust-estimators

Last synced: 27 Oct 2024

https://github.com/aimagelab/multimodal-garment-designer

This is the official repository for the paper "Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing". ICCV 2023

computer-vision diffusion-models dresscode fashionai generative-models iccv2023 image-editing latent-diffusion-models multimodal-fashion-image-editing stable-diffusion viton-hd

Last synced: 04 Jan 2025

https://github.com/hysts/anime-face-detector

Anime Face Detector using mmdet and mmpose

anime computer-vision face-detection face-landmark-detection pytorch

Last synced: 08 Jan 2025

https://github.com/IvanDrokin/torch-conv-kan

This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels, ResNet-like and DenseNet-like models, training code based on accelerate/PyTorch, as well as scripts for experiments with CIFAR-10 and Tiny ImageNet.

computer-vision convolutional-neural-networks kolmogorov-arnold-networks

Last synced: 05 Dec 2024

https://github.com/Gladiator07/Harvestify

A machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops.

computer-vision crop-recommendation crops deep-learning fertilizer-recommendation fertilizers machinelearning precisionagriculture

Last synced: 13 Nov 2024

https://github.com/bchao1/anime-face-dataset

🖼 A collection of high-quality anime faces.

anime computer-vision dataset gan image-generation machine-learning

Last synced: 06 Jan 2025

https://github.com/alicevision/popsift

PopSift is an implementation of the SIFT algorithm in CUDA.

computer-vision cuda feature-extraction gpu image-processing sift

Last synced: 05 Jan 2025

https://github.com/bchao1/Anime-Face-Dataset

🖼 A collection of high-quality anime faces.

anime computer-vision dataset gan image-generation machine-learning

Last synced: 11 Nov 2024

https://github.com/una-dinosauria/human-motion-prediction

Simple baselines and RNNs for predicting human motion in tensorflow. Presented at CVPR 17.

computer-vision cvpr-2017 tensorflow

Last synced: 06 Jan 2025

https://github.com/Ank-Cha/Social-Distancing-Analyser-COVID-19

A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Social Distancing Analyser to prevent COVID19

artificial-intelligence computer-vision covid-19 covid19 python social-distancing stay-home yolo

Last synced: 09 Nov 2024

https://github.com/Sha-Lab/FEAT

The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

computer-vision cvpr2020 few-shot few-shot-learning machine-learning meta-learning

Last synced: 26 Oct 2024

https://github.com/vincentfung13/MINE

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

3d-reconstruction 3d-vision computer-vision deep-learning depth-estimation nerf novel-view-synthesis

Last synced: 28 Oct 2024

https://github.com/patrikhuber/superviseddescent

C++11 implementation of the supervised descent optimisation method

computer-vision landmark-detection machine-learning modern-cpp

Last synced: 05 Jan 2025

https://github.com/lvis-dataset/lvis-api

Python API for LVIS Dataset

computer-vision object-detection

Last synced: 04 Nov 2024

https://github.com/davidstutz/superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

benchmark computer-vision evaluation image-procesing opencv superpixel-algorithms superpixels

Last synced: 05 Jan 2025

https://github.com/raoyongming/GFNet

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

computer-vision deep-learning image-classification image-recognition vision-transformer

Last synced: 15 Nov 2024

https://github.com/kunalj101/Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 13 Nov 2024

https://github.com/ocampor/image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

artificial-intelligence computer-vision image-analysis image-quality-assessment machine-learning python tensorflow

Last synced: 14 Nov 2024

https://github.com/imfing/ava_downloader

:arrow_double_down: Download AVA dataset (A Large-Scale Database for Aesthetic Visual Analysis)

aesthetic-visual-analysis ava computer-vision dataset python

Last synced: 05 Jan 2025

https://github.com/kunalj101/data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 11 Oct 2024

https://github.com/amosgropp/IGR

Implicit Geometric Regularization for Learning Shapes

3d-reconstruction computer-vision deep-learning

Last synced: 17 Nov 2024

https://github.com/foo123/filter.js

Video and Image Processing and Computer Vision Library in pure JavaScript (Browser and Node.js)

browser computer-vision glsl image-processing machine-learning node-js parallel-processing real-time video-processing wasm web-assembly webgl

Last synced: 05 Jan 2025

https://github.com/landskape-ai/triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

arxiv attention-mechanism attention-mechanisms computer-vision convolutional-neural-networks deep-learning detection gradcam imagenet paper triplet-attention

Last synced: 15 Nov 2024

https://github.com/yassouali/cct

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

computer-vision semantic-segmentation semi-supervised-learning

Last synced: 06 Jan 2025

https://github.com/amazon-science/bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

computer-vision few-shot object-detection pretraining

Last synced: 05 Jan 2025

https://github.com/foo123/FILTER.js

Video and Image Processing and Computer Vision Library in pure JavaScript (Browser and Node.js)

browser computer-vision glsl image-processing machine-learning node-js parallel-processing real-time video-processing wasm web-assembly webgl

Last synced: 05 Nov 2024

https://github.com/yassouali/CCT

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

computer-vision semantic-segmentation semi-supervised-learning

Last synced: 03 Nov 2024

https://github.com/Yang7879/3D-BoNet

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

3d-object-detection 3d-point-clouds 3d-vision computer-vision instance-segmentation

Last synced: 28 Oct 2024

https://github.com/nv-tlabs/xcube

[CVPR 2024 Highlight] XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies

3d-generation computer-vision generative-ai graphics voxel

Last synced: 05 Jan 2025

https://github.com/francescosaveriozuppichini/vit

Implementing Vi(sion)T(transformer)

computer-vision deep-learning

Last synced: 11 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 695 Awesome-FL 2,323 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 564 Awesome-Implicit-NeRF-Robotics 185 CV-pretrained-model 103 awesome-tensorflow-lite 110 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 Awesome-Image-Colorization 119 openstl 43 awesome-ai-awesomeness 236 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-llm-and-aigc 1,294 awesome-data-annotation 93 awesome-panoptic-segmentation 45 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