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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/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: 01 Aug 2024

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: 03 Aug 2024

https://github.com/cvondrick/soundnet

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

computer-vision deep-learning sound

Last synced: 31 Jul 2024

https://github.com/thp/psmoveapi

Cross-platform library for 6DoF tracking of the PS Move Motion Controller. Sensor fusion, computer vision, ambient display (LED orb).

6dof computer-vision controller hid sensors tracking

Last synced: 01 Aug 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: 31 Jul 2024

https://github.com/Alpha-VL/ConvMAE

ConvMAE: Masked Convolution Meets Masked Autoencoders

backbone computer-vision mae masked-image-modeling object-detection semantic-segmentation

Last synced: 03 Aug 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: 01 Aug 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: 02 Aug 2024

https://github.com/lpiccinelli-eth/unidepth

Universal Monocular Metric Depth Estimation

3d-reconstruction computer-vision depth-estimation

Last synced: 02 Aug 2024

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: 02 Aug 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: 01 Aug 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: 01 Aug 2024

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: 31 Jul 2024

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: 01 Aug 2024

https://github.com/open-compass/VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 40+ HF models, 20+ benchmarks

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Last synced: 08 Aug 2024

https://github.com/open-compass/vlmevalkit

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 40+ HF models, 20+ benchmarks

chatgpt claude clip computer-vision evaluation gemini gpt gpt-4v gpt4 large-language-models llava llm multi-modal openai openai-api pytorch qwen vit vqa

Last synced: 02 Aug 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: 01 Aug 2024

https://synthesiaresearch.github.io/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: 31 Jul 2024

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: 07 Aug 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: 31 Jul 2024

https://github.com/xverse-engine/XV3DGS-UEPlugin

A Unreal Engine 5 (UE5) based plugin aiming to provide real-time visulization, management, editing, and scalable hybrid rendering of Guassian Splatting model.

computer-graphics computer-vision radiance-field unreal-engine-5

Last synced: 04 Aug 2024

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: 31 Jul 2024

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: 02 Aug 2024

https://github.com/xavierpuigf/virtualhome

API to run VirtualHome, a Multi-Agent Household Simulator

computer-vision deep-learning graph multi-agent reinforcement-learning simulator unity

Last synced: 01 Aug 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: 02 Aug 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: 31 Jul 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: 30 Jul 2024

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: 03 Aug 2024

https://github.com/limuloo/MIGC

[CVPR 2024 Highlight] "MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis" (Official Implementation)

aigc computer-vision cvpr cvpr2024 stable-diffusion text-to-image

Last synced: 31 Jul 2024

https://github.com/aimagelab/dress-code

Dress Code: High-Resolution Multi-Category Virtual Try-On. ECCV 2022

artificial-intelligence computer-vision deep-learning dress-code eccv2022 virtual-try-on

Last synced: 10 Aug 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: 30 Jul 2024

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

Python API for LVIS Dataset

computer-vision object-detection

Last synced: 01 Aug 2024

https://github.com/amosgropp/IGR

Implicit Geometric Regularization for Learning Shapes

3d-reconstruction computer-vision deep-learning

Last synced: 03 Aug 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: 02 Aug 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: 31 Jul 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: 01 Aug 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: 01 Aug 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: 03 Aug 2024

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: 03 Aug 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: 02 Aug 2024

https://github.com/GeorgeCazenavette/mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

artificial-intelligence computer-vision machine-learning synthetic-data

Last synced: 03 Aug 2024

https://github.com/hetelek/Neural-Network-Playground

A neural network Swift playground, with no third party dependencies.

computer-vision neural-network swift-playgrounds wwdc-scholarship

Last synced: 04 Aug 2024

https://github.com/shaohua0116/Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

computer-vision image-classification selu visualization visualized-activations

Last synced: 07 Aug 2024

https://github.com/Tramac/Fast-SCNN-pytorch

A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network

computer-vision deep-learning fast-scnn pytorch semantic-segmentation

Last synced: 03 Aug 2024

https://github.com/eddyhkchiu/mahalanobis_3d_multi_object_tracking

[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge in the AI Driving Olympics Workshop of NeurIPS.

3d-multi-object-tracking autonomous-driving computer-vision kalman-filter robotics

Last synced: 31 Jul 2024

https://github.com/CopterExpress/clover

ROS-based framework and RPi image to control PX4-powered drones 🍀

aruco computer-vision drone education mavros optical-flow px4 quadcopter raspberry-pi robotics ros

Last synced: 03 Aug 2024

https://github.com/WPIRoboticsProjects/GRIP

Program for rapidly developing computer vision applications

camera computer-vision first-frc first-robotics-competition firstrobotics opencv robotics vision wpi

Last synced: 03 Aug 2024

https://github.com/myfavouritekk/T-CNN

ImageNet 2015 Object Detection from Video (VID)

computer-vision deep-learning detection imagenet-vid object-detection video

Last synced: 31 Jul 2024

https://github.com/jsbroks/imantics

:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats

annotation-formats computer-vision image image-processing machine-learning python segmentation visualization

Last synced: 03 Aug 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: 02 Aug 2024

https://github.com/mratsim/Amazon-Forest-Computer-Vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

computer-vision data-augmentation deep-learning kaggle kaggle-competition keras neural-network-example neural-networks pytorch transfer-learning

Last synced: 03 Aug 2024

https://github.com/felixgwu/img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

cifar computer-vision deep-learning pytorch

Last synced: 03 Aug 2024

https://github.com/Owen-Liuyuxuan/visualDet3D

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 31 Jul 2024

https://github.com/suhangpro/mvcnn

Multi-view CNN (MVCNN) for shape recognition

computer-graphics computer-vision convolutional-neural-networks deep-learning

Last synced: 31 Jul 2024

https://github.com/zavolokas/Inpainting

Want to remove something(someone) from a photo as it never was there? This is .NET implementation of content-aware fill. It smartly fills in unwanted or missing areas of photographs.

computer-vision content-aware-fill hacktoberfest image-completion image-processing inpaint inpainting photo-editing

Last synced: 04 Aug 2024

https://github.com/SysCV/pcan

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

computer-vision mots multi-object-tracking-segmentation neurips-2021 segmentation tracking video-instance-segmentation

Last synced: 02 Aug 2024

https://github.com/RaptorMai/online-continual-learning

A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

catastrophic-forgetting class-incremental-learning computer-vision continual-learning convolutional-neural-networks deep-learning incremental-continual-learning incremental-learning lifelong-learning online-continual-learning

Last synced: 03 Aug 2024

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

PIX is an image processing library in JAX, for JAX.

computer-vision image image-processing jax machine-learning python

Last synced: 02 Aug 2024

https://github.com/roboflow/zero-shot-object-tracking

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

computer-vision deep-sort object-detection object-tracking openai-clip

Last synced: 01 Aug 2024

https://github.com/mikacuy/pointnetvlad

PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition, CVPR 2018

computer-vision deep-learning place-recognition point-cloud

Last synced: 31 Jul 2024

https://github.com/ibaiGorordo/ONNX-YOLOv8-Object-Detection

Python scripts performing object detection using the YOLOv8 model in ONNX.

computer-vision deep-learning object-detection onnx onnxruntime opencv python yolo yolov8

Last synced: 02 Aug 2024

https://github.com/MOLAorg/mola

A Modular Optimization framework for Localization and mApping (MOLA)

computer-vision cxx cxx17 datasets graph-slam lidar lidar-point-cloud localization mobile-robots slam toolkit visual-slam

Last synced: 02 Aug 2024

https://github.com/1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

computer-vision deep-taylor-decomposition interpretable-deep-learning lrp sensitivity-analysis tensorflow tutorial

Last synced: 02 Aug 2024

https://github.com/Huangying-Zhan/Depth-VO-Feat

Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction

3d-vision caffe computer-vision cvpr deep-learning depth-estimation visual-odometry

Last synced: 01 Aug 2024

https://github.com/KevinMusgrave/pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

computer-vision deep-learning domain-adaptation machine-learning pytorch transfer-learning

Last synced: 01 Aug 2024

https://github.com/NVlabs/geomapnet

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

computer-vision cvpr2018 deep-learning localization mapnet

Last synced: 01 Aug 2024

https://github.com/ShirAmir/dino-vit-features

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

co-segmentation computer-vision deep-learning dino part-segmentation pytorch semantic-correspondence vision-transformers

Last synced: 01 Aug 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 477 awesome-image-classification 220 awesome-human-pose-estimation 89 Awesome-Crowd-Counting 450 awesome-autonomous-vehicles 296 Awesome-Federated-Learning 558 Awesome-pytorch-list-CNVersion 692 iOS_ML 39 Awesome-Interaction-aware-Trajectory-Prediction 560 Awesome-FL 1,916 awesome-low-light-image-enhancement 195 CV-pretrained-model 103 awesome-tensorflow-lite 110 Awesome-Implicit-NeRF-Robotics 176 awesome-capsule-networks 67 awesome-attention-mechanism-in-cv 195 awesome-grounding 154 awesome-industrial-anomaly-detection 620 Awesome-Image-Colorization 113 awesome-ai-awesomeness 236 awesome-autonomous-vehicle 181 Awesome-Open-Vocabulary 156 awesome-open-data-centric-ai 56 Awesome-Skeleton-based-Action-Recognition 104 awesome-6d-object 600 awesome-scene-understanding 195 awesome-multi-task-learning 225 awesome-holistic-3d 129 awesome-data-annotation 93 awesome-panoptic-segmentation 45 awesome-photogrammetry 68 awesome-llm-and-aigc 1,134 Awesome-3D-Object-Detection 169 awesome-computer-vision-models 189 Awesome-Parameter-Efficient-Transfer-Learning 121 awesome-state-of-depth-completion 59 Awesome-Distributed-Deep-Learning 44 awesome-image-alignment-and-stitching 108 Awesome-Multi-Task-Learning 80 Computer-Vision-Video-Lectures 67 awesome-segment-anything-extensions 120 Awesome-Monocular-3D-detection 93 awesome-robotics-datasets 79 awesome-nerf-editing 370 awesome_computer_science 115