timzhang642 / 3D-Machine-Learning

Related projects ⓘ

Alternatives and complementary repositories for 3D-Machine-Learning

• NVIDIAGameWorks / kaolin
  A PyTorch Library for Accelerating 3D Deep Learning Research
  ☆4,483Updated this week
• openMVG / awesome_3DReconstruction_list
  A curated list of papers & resources linked to 3D reconstruction from images.
  ☆4,162Updated 3 years ago
• charlesq34 / pointnet
  PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
  ☆4,823Updated 11 months ago
• Yochengliu / awesome-point-cloud-analysis
  A list of papers and datasets about point cloud analysis (processing)
  ☆4,058Updated last year
• facebookresearch / pytorch3d
  PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
  ☆8,787Updated this week
• isl-org / Open3D
  Open3D: A Modern Library for 3D Data Processing
  ☆11,434Updated 2 weeks ago
• charlesq34 / pointnet2
  PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
  ☆3,138Updated 2 years ago
• tensorflow / graphics
  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  ☆2,751Updated last week
• mrgloom / awesome-semantic-segmentation
  awesome-semantic-segmentation
  ☆10,509Updated 3 years ago
• jbhuang0604 / awesome-computer-vision
  A curated list of awesome computer vision resources
  ☆21,001Updated 5 months ago
• chrischoy / 3D-R2N2
  Single/multi view image(s) to voxel reconstruction using a recurrent neural network
  ☆1,353Updated 3 years ago
• torch-points3d / torch-points3d
  Pytorch framework for doing deep learning on point clouds.
  ☆2,500Updated this week
• ScanNet / ScanNet
  ☆1,825Updated 6 months ago
• amusi / awesome-object-detection
  Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
  ☆7,406Updated last year
• kjw0612 / awesome-deep-vision
  A curated list of deep learning resources for computer vision
  ☆10,819Updated last year
• dbolya / yolact
  A simple, fully convolutional model for real-time instance segmentation.
  ☆5,025Updated last year
• facebookresearch / DensePose
  A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
  ☆6,968Updated last year
• aleju / imgaug
  Image augmentation for machine learning experiments.
  ☆14,405Updated 3 months ago
• cocodataset / cocoapi
  COCO API - Dataset @ http://cocodataset.org/
  ☆6,098Updated 6 months ago
• isl-org / Open3D-ML
  An extension of Open3D to address 3D Machine Learning tasks
  ☆1,852Updated last month
• DLR-RM / BlenderProc
  A procedural Blender pipeline for photorealistic training image generation
  ☆2,818Updated 2 weeks ago
• matterport / Mask_RCNN
  Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
  ☆24,662Updated 5 months ago
• ranahanocka / MeshCNN
  Convolutional Neural Network for 3D meshes in PyTorch
  ☆1,599Updated 9 months ago
• nywang16 / Pixel2Mesh
  Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.
  ☆1,660Updated 2 years ago
• facebookresearch / DeepSDF
  Learning Continuous Signed Distance Functions for Shape Representation
  ☆1,394Updated 2 years ago
• yfeng95 / PRNet
  Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)
  ☆4,955Updated 2 years ago
• facebookresearch / votenet
  Deep Hough Voting for 3D Object Detection in Point Clouds
  ☆1,697Updated 2 years ago
• tensorpack / tensorpack
  A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
  ☆6,302Updated last year
• yangyanli / PointCNN
  PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
  ☆1,380Updated 3 years ago
• awesome-NeRF / awesome-NeRF
  A curated list of awesome neural radiance fields papers
  ☆6,509Updated last week