ORBIT-Dataset
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data. (by microsoft)
Meta-SelfLearning
Meta Self-learning for Multi-Source Domain Adaptation: A Benchmark (by bupt-ai-cz)
ORBIT-Dataset | Meta-SelfLearning | |
---|---|---|
2 | 1 | |
86 | 197 | |
- | - | |
0.0 | 0.0 | |
16 days ago | almost 2 years ago | |
Python | Python | |
MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
ORBIT-Dataset
Posts with mentions or reviews of ORBIT-Dataset.
We have used some of these posts to build our list of alternatives
and similar projects.
- Is there a dataset for personal items?
-
Microsoft Releases ‘ORBIT’ Dataset: A Real-World Few-Shot Dataset for Teachable Object Recognition
Quick 5 Min Read |Paper| Github | Microsoft Blog
Meta-SelfLearning
Posts with mentions or reviews of Meta-SelfLearning.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing ORBIT-Dataset and Meta-SelfLearning you can also consider the following projects:
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
LFattNet - Attention-based View Selection Networks for Light-field Disparity Estimation
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
TextRecognitionDataGenerator - A synthetic data generator for text recognition
synthetic-computer-vision - A list of synthetic dataset and tools for computer vision
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!
pycococreator - Helper functions to create COCO datasets
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:
ORBIT-Dataset vs mmfewshot
Meta-SelfLearning vs LFattNet
ORBIT-Dataset vs FedScale
Meta-SelfLearning vs TextRecognitionDataGenerator
ORBIT-Dataset vs synthetic-computer-vision
Meta-SelfLearning vs pykale
ORBIT-Dataset vs pycococreator
Meta-SelfLearning vs synthetic-computer-vision
Meta-SelfLearning vs fashion-mnist