multi-object-tracker
Kornia
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| multi-object-tracker | Kornia | |
|---|---|---|
| 4 | 11 | |
| 622 | 8,216 | |
| - | 1.2% | |
| 3.2 | 9.5 | |
| 3 days ago | 7 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
multi-object-tracker
We haven't tracked posts mentioning multi-object-tracker yet.
Tracking mentions began in Dec 2020.
Kornia
- [P] Kornia: Differential Computer Vision
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Hacker News top posts: May 10, 2022
Kornia: Differential Computer Vision\ (3 comments)
- Kornia: Differential Computer Vision
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Top 5 Python libraries for Computer vision
Kornia - Kornia is a differentiable computer vision library for PyTorch. It consists of a set of routines and differentiable modules to solve generic computer vision problems. At its core, the package uses PyTorch as its main backend both for efficiency and to take advantage of the reverse-mode auto-differentiation to define and compute the gradient of complex functions.
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[P] Using PyTorch + NumPy? A bug that plagues thousands of open-source ML projects.
Use kornia.augmentation where this problem is solved doing the augmentations in batch outside the dataloader. https://github.com/kornia/kornia
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SpaCy v3.0 Released (Python Natural Language Processing)
I haven't had a situation to use it, but I think Kornia looks cool: https://github.com/kornia/kornia
What are some alternatives?
ByteTrack - [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
OpenCV - Open Source Computer Vision Library
norfair - Lightweight Python library for adding real-time multi-object tracking to any detector.
Face Recognition - The world's simplest facial recognition api for Python and the command line
yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
SimpleCV - The Open Source Framework for Machine Vision
gaps - A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone: