[AppsForAI SDK] Jupyter-Data-LightGBM-Classification
Use LightGBM to predict the survival of Titanic passengers.

[AppsForAI SDK] Jupyter-Data-Gradient-Boosting-Regression
Use Gradient Boosting to predict housing prices.

[AppsForAI SDK] Jupyter-Data-Gradient-Boosting-Classification
Use Gradient Boosting to predict the survival of Titanic passengers.

[AppsForAI SDK] Jupyter-Data-Regression-Forest-Sin
Use Regression Forest to predict the Sin function.

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

[AppsForAI SDK] Jupyter-Data-XGBoost-Classification
Use XGBoost to predict the survival of Titanic passengers.

[AppsForAI SDK] 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

[AppsForAI SDK] 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.

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

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

[AppsForAI SDK] 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.

[AppsForAI SDK] 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.

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

[AppsForAI SDK] 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

[AppsForAI SDK] 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.

[AppsForAI SDK] 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

[AppsForAI SDK] 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

[AppsForAI SDK] 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

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

[AppsForAI SDK] 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

[AppsForAI SDK] 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

[AppsForAI SDK] Jupyter-Data-Dense-Sin-PyTorch
AppsForAI SDK, Use DenseNet to train and inference the Sin function.

[AppsForAI SDK] 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.

[AppsForAI SDK] Jupyter-Data-Conv1D-Keras
Use one-dimensional Convolutional neural network for data analysis.

[AppsForAI SDK] 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.

[AppsForAI APP] Speech2Text
It can train custom speech datasets, infer and output categories, use CNN to recognize word classification, and implement simple speech recognition

[AppsForAI APP] Pix2Pix
The pix2pix architecture is similar to GAN, but the purpose is not to generate simulated images, but to use supervised learning to output the image style learned by the

[AppsForAI APP] SuperResolution
Super Resolution is to increase the resolution of the video, a low-resolution image, using SRGAN to generate a high-resolution, thereby improving the resolution of the

[AppsForAI APP] CycleGAN
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

[AppsForAI APP] HumanPose
AI human posture detection, such as human skeleton detection, fall detection, people counting, etc. It can detect the position of human eyes, ears, nose, neck, shoulder

[AppsForAI APP] FaceNet
Commonly used multi-function face recognition algorithm. It can be applied to crime detection and prevention, access control and attendance smart long-term care, public

[AppsForAI APP] Model
ONNX (Open Neural Network Exchange) is a set of open neural network exchange format, because different frameworks have its advantages, if it is better on a certain fram

[AppsForAI APP] UNet2
Use UNet to segment the image. It can be applied to medical image analysis, defect image analysis, etc.

[AppsForAI APP] LSTM
The mainstream deep learning time series data regression algorithm, but the results are relatively unstable.

[AppsForAI APP] CSPNet
Use CSPResNeXt50 for image classification. An example is to use steel plate defect classification. You can use this APP to train your images for image classification.

[AppsForAI APP] Annotation
The labeling software supports various common labeling formats such as PASCAL VOC, labelme, VIA JSON, etc.

[AppsForAI APP] MaskRCNN
Inheriting the algorithm MaskRCNN of FasterRCNN, it improves the original architecture and adds the part of Semantic Segmentation, which can segment, detect and classif
