Cross-platform, customizable ML solutions for live and streaming media.
- mediapipe
- c-plus-plus
- computer-vision
- deep-learning
Repository Index
69,259 visible repositories in the index
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OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
- openpose
- computer-vision
- machine-learning
- cpp
FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.
- bloomberg-terminal
- finance
- financial-markets
- investment
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
[NeurIPS 2024] Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation
- monocular-depth-estimation
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
- imagenet
- resnet
- resnext
- pretrained
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
- artificial-intelligence
- machine-learning
- prediction
- image-prediction
Depth-Aware Video Frame Interpolation (CVPR 2019)
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
- depth-estimation
- image-synthesis
- metric-depth-estimation
- monocular-depth-estimation
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
- novel-view-synthesis
- 3d-photo
Depth Anything 3
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
- esrgan
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
- deep-learning
- self-attention
- time-series
- pytorch
Accepted as [NeurIPS 2024] Spotlight Presentation Paper
🌊 Online machine learning in Python
- incremental-learning
- machine-learning
- python
- online-learning
Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
- pytorch
- resnet
- inception-resnet
- face-recognition
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
- autonomous-driving
- end-to-end-autonomous-driving
- motion-prediction
- multi-object-tracking
[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.
- deep-learning
- autonomous-driving
- computer-vision
- object-detection
[ICCV 2019] Monocular depth estimation from a single image
- depth-estimation
- neural-network
- deep-learning
- self-supervision
LPIPS metric. pip install lpips
- deep-learning
- deep-neural-networks
- perceptual
- perceptual-metric
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
- single-object-tracking
- video-object-detection
- multi-object-tracking
- video-instance-segmentation
MapAnything: Universal Feed-Forward Metric 3D Reconstruction
- 3d-reconstruction
- ai
- calibration
- depth-completion
Compute FID scores with PyTorch.