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Catalog
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ML Knowledge
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Data Cleaning
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Density-Based Spatial Clustering of Applications with Noise (DBSCAN)
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Label Smoothing 整理報告
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MLOps Knowledge
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NLP
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Contrastive Language-Image Pretraining
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Self-Attention 機制介紹與實作範例
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Transformer
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Universal Sentence Encoder
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Zero-Shot Classification
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Whisper
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WhisperX
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Whisper
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Robust Speech Recognition via Large-Scale Weak Supervision
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Fine-Tune Whisper For Multilingual ASR with huggingface Transformers
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TTS
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Coqui.ai TTS
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Tortoise TTS
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Open Source Text-to-Speech Models (TTS)
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Computer Vision
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AI Image Inpainting
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Generative Image Inpainting
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Image Inpainting for Irregular Holes Using Partial Convolutions
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OWLv2
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Siamese Network
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YOLO
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YOLO-v2
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YOLO: Real-Time Object Detection
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Diffusion Models
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ControlNet
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LoRA (Low-Rank Adaptation)
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Stable Diffusion
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Stable Diffusion Model
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Stable Diffusion WebUI
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擴散模型（Diffusion Models）完整介紹
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Speaker Verification
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Speaker Diarization 技術解析與應用
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Speaker Verification
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Voice activity detection
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Application
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Article Summarizer
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Lobe Chat
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MediaPipe Gesture Recognition
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OpenAI api
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PyTorch 模型轉 ONNX
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PyTorch 模型轉換成 TensorFlow
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TensorFlow Model Quantization
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將 PyTorch 模型保存為 TorchScript（JIT）格式
