Learnbot-Emotion-Recognition-Proposed-Model

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Learnbot-Emotion-Recognition-Proposed-Model

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Landmarks - Masks - Cascades (Hog - Gabor - LBP) - Action Units - Xgboost

Learnbot-Emotion-Recognition-Proposed-Model 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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<h1><pre>     Learnbot Emotion Recognition Proposal Model</pre></h1>

### Documentation:

[Learnbot Emotion Recognition(Idea Proposal)](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md)
- [Aim of Model](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#aim-of-model)
- [Feature](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#features)
- [Hardware Requirments](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#hardware-requirements)
- [Software Requirments](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#software-requirements-for-model)
- [Action Units (AUs) and Facial Action Coding System (FACS)](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#action-units-aus-and-facial-action-coding-system-facs)
- [Xgboost](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#xgboost)
- [Flowchart](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#flowchart)
- [Overview](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#overview)
- [Methodology](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#methodology)
- [Face Detection and Ranking](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#face-detection-and-ranking)
- [Pre - Processing](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#pre---processing)
- [Facial Landmarks](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#facial-landmarks)
- [Face Masking](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#face-masking)
- [Multi - Cascade Detectors](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#multi---cascade-detectors)
- [AUs Xgboost (xgb_1_1)](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#aus-xgboost-xgb_1_1)
- [Xgboost Classifier(xgb_1_2)](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#xgboost-classifierxgb_1_2)
- [Full – Xgboost (xgb_2)](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#full--xgboost-xgb_2)
- [Fused Result](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#fused-result)
- [Concise Output](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#result-presentation)
- [Steps towards accuracy](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Masking%20-%20FACS%20-%20AUs%20%E2%80%93%20Xgboost.md#steps-towards-accuracy)

### Optional DNN model:
- [CNN-LSTM](https://github.com/shreyashk09/Learnbot-Emotion-Recognition-Proposed-Model/blob/master/Optional%20Model/CNN_LSTM.md)

Learnbot-Emotion-Recognition-Proposed-Model

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