[LEADERG AI ZOO] Jupyter-Data-Gradient-Boosting-Classification
Use Gradient Boosting to predict the survival of Titanic passengers.

[LEADERG AI ZOO] Jupyter-Data-Regression-Forest-Stock
Use Regression Forest to predict stock prices.

[LEADERG AI ZOO] Jupyter-Data-Regression-Forest-Sin
Use Regression Forest to predict the Sin function.

[LEADERG AI ZOO] Jupyter-Data-XGBoost-Regression-Time-Series
Use XGBoost to forecast ticket sales (time series data).

[LEADERG AI ZOO] Jupyter-Data-XGBoost-Classification
Use XGBoost to predict the survival of Titanic passengers.

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-YOLOv4-Tiny-CPP
The YOLOv4 Tiny algorithm can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, mask image an

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-YOLOv4-Multiple-Object-Tracking-CPP
Use YOLOv4 for real-time multi-object tracking, which can be applied to various fields such as monitoring systems and traffic flow analysis.

[LEADERG AI ZOO] Jupyter-Data-Genetic-Algorithm-Job-Shop-NSGA-II
Use genetic algorithms to solve the multi-objective scheduling problem.

[LEADERG AI ZOO] Jupyter-Data-Genetic-Algorithm-Job-Shop
Use genetic algorithms to solve the problem of factory scheduling Job Shop.

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-VGG16-SSD512-PyTorch
This solution can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, mask image analysis, etc.

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-EfficientDet-Keras
This solution can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, mask image analysis, etc.

[LEADERG AI ZOO] Jupyter-Data-Genetic-Algorithm-Flow-Shop
Use genetic algorithm to solve the problem of factory scheduling Flow Shop.

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-MobileNetV3-SSD512-PyTorch
Object detection using MobileNetV3 can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, and

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-CSPResNeXt50-PANet-SPP-CPP
This solution can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, mask image analysis, etc.

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-FasterRCNN-Keras
Use FasterRCNN for object detection, which can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analys

[LEADERG AI ZOO] Jupyter-Image-CycleGAN-PyTorch
The feature of CycleGAN is that it does not require training data to be paired, and can learn image conversion between different domains. The streets applied to semanti

[LEADERG AI ZOO] Jupyter-Image-Object-Detection-DETR-PyTorch
Using DETR for object detection can be applied to factory defect detection, medical image analysis, biological image analysis, industrial safety image analysis, and mas

[LEADERG AI ZOO] Jupyter-BERT
The application areas of BERT include Question Answer system, reading comprehension, semantic disassembly, and semantic analysis.

[LEADERG AI ZOO] Jupyter-Image-Human-Pose-PyTorch
Applied to human body posture detection, it can detect the position of people's eyes, nose, ears, neck, shoulders, elbows, wrists, hip joints, knee joints, and ank

[LEADERG AI ZOO] Jupyter-Image-GAN-Compression-PyTorch
Jupyter-Image-GAN-Compression-PyTorch is to perform style conversion after compressing the GAN model. The compressed model not only reduces the amount of calculation, r

[LEADERG AI ZOO] Jupyter-Data-Dense-Sin-PyTorch
Use DenseNet to train and inference the Sin function.

[LEADERG AI ZOO] Jupyter-Image-FaceNet
FaceNet can be applied to face grouping and face classification, and judge the similarity of faces through Euclidean distance, and then achieve face recognition.

[LEADERG AI ZOO] Jupyter-Data-Conv1D-Keras
Use one-dimensional Convolutional neural network for data analysis.

[LEADERG AI ZOO] Jupyter-GPT-2
GPT-2 is used to automatically generate an English article, and you can also enter any sentence to automatically generate an English article.

[LEADERG APP] OpenCV
The easy-to-use tools for common image processing include image reading, image saving, grayscale conversion, binarization, and connection to find objects.
