AI Skill

Skill Keywords

Overview Keywords:

• Linux, windows, MacOS; Python, C, C++, Matlab, Asm; LaTex, Markdown;
• Pytorch, MindSpore, Paddle, Tensorflow, Onnx, Mxnet, Sklearn; Rknn;

Detail keywords:

• Machine Learning; Computer vision; Natural Language Processing; multimodal;
• ML: Linear/unlinear reg, Logistic reg, Cross varify, Ridge reg, Lasso reg, PCA, Trees, Decision trees, Random forests, SVM, KNN, K-Means, …
• Face Recognition: SphereFace, CosFace, ArcFace, Adaface;
• Detection: YOLO, PaddleDet, Faster-RCNN, MMDet, Nanodet, …
• Segmentation: YOLO-seg, PaddleSeg, MMSeg, SAM, …
• Keypoint Det: YOLO-pose, HRNet, RTMPose, HMR, …
• Action: ST-GCN, AM-GCN, SSS-GCN, DeST…
• Generation: GAN, Style-GAN, SR-GAN, Diffusion, DDPM, classifier free Guidance, …
• Text: Word2vec, MHSA, Bert, LLM…
• RAG: Neo4j, RAGFlow…
• Multimodal: CLIP, DALL·E, DALL·E 2, …
• Lightweighting: Pruning, Distillation, Quantization, Structure re-parameters, …

Color descrpition