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EVA Series: Visual Representation Fantasies from BAAI
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Tree detection from aerial imagery in Python
Tree species segmentation and classification algorithm for SwissimageRS 2018 (Swisstopo)
Techniques for deep learning with satellite & aerial imagery
Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia, Concerto (NeurIPS'25), Sonata (CVPR'25 Highlight), PTv3 (CVPR'24 Oral)
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching
Lists the papers related to imbalance problems in object detection [TPAMI]
A latent text-to-image diffusion model
All Algorithms implemented in Python
Convert JSON annotations into YOLO format.
Stable Diffusion web UI
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
This is a list of awesome methods about data augmentation.
Convert labelme format to yolo segmentation format
Fast, lightweight graphset operation library
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
Go-ICP for globally optimal 3D pointset registration
Implementation of the Go-ICP algorithm for globally optimal 3D pointset registration
MicaSense RedEdge and Altum image processing tutorials
Convert .LAS point cloud to PCL-compatible .PCD format
DBScan algorithm using Octrees to cluster 3D points in a space with PCL Library
[ROS package] Lightweight and Accurate Point Cloud Clustering