https://github.com/ataraxialab/atresearch
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (7.1%) to scientific vocabulary
Last synced: 9 months ago
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JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: ataraxialab
- Default Branch: master
- Size: 3.91 KB
Statistics
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
- Releases: 0
Created about 9 years ago
· Last pushed about 9 years ago
Metadata Files
Readme
README.md
AtResearch
Research Directions to follow
Basic Recognition
- Base Algorithms: Classification, Detection, Segmentation, Description
- Special: Face & Body & Hand
- OCR
Video Algorithms
Tracking
- GOTURN: Learning to Track at 100 FPS with Deep Regression Networks
- MDNet: Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
- CFNet: End-to-end representation learning for Correlation Filter based tracking
- Multi Object Tracking
Classification
Anormaly Detection
Feature Representation
- Learning Features by Watching Objects Move
Engineering Algorithms
- Data Collection Pipeline
- Image Retrieve
- Billion-scale similarity search with GPUs
- Structuring
- Portrait
- Recommendation
- SLAM
- Unsupervised Learning of Depth and Ego-Motion from Video
- Knowledge Graph
- Collaborative Knowledge Base Embedding for Recommender Systems
- Neural Generative Question Answering
Optimalization Algorithms
- Param Optimize
- SGD
- Momentum
- Nesterov
- AdaGrad
- AdaDelta
- RMSprop
- Adam
- Auto Hyper-Params
- Hyperopt: a Python library for model selection and hyperparameter optimization
- A Strategy for Ranking Optimization Methods using Multiple Criteria
- Optimizing Deep Learning Hyper-Parameters Through an Evolutionary Algorithm
- Preliminary Evaluation of Hyperopt Algorithms on HPOLib
- Distributed
- Caffe2
- MXNet
Traditional Shallow Learning Algorithms
- Regression
- Clustering
- Decision Trees/Rules
- KNN
- PCA
- Random Forests
- Boosting
- Visualization
- Statistics
- Time Series/Sequence Analyze
- Anormaly Deteection
- Text Mining
Owner
- Name: ataraxialab
- Login: ataraxialab
- Kind: organization
- Repositories: 1
- Profile: https://github.com/ataraxialab