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🗂️ Tech Blog
- Error Handling Strategy with Streamlit and FastAPI Implementation
- Performance Analysis: Read-In, Write-Out with Native IO, Pandas, Polars, and Modin
- Managing Lifespan Events in FastAPI with Redis Example
- Part 2: Displaying Videos in Jupyter Notebook
- Part 1: Displaying Images in Jupyter Notebook
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- Slicing Aided Hyper Inference (SAHI): Large-scale object detection & instance segmentation
- Segment Anything Model (SAM): Segmentation without/with (box/point) prompt
- Tapir: Tracking Any Point with per-frame Initialization and temporal Refinement: Tracking
- Deepfake: Face Swapping
- Multi-task Cascaded Neural Network (MT-CNN): Face Detection & Alignment, Face Landmarks
- YOLO: Object Detection
- Viola Jones: Face / Object Detection
- Wav2Vec2-CTC: Speech-to-Text
- Wav2Vec2-Conformer: Speech-to-Text
- Wav2Lip: Lip synching with speech <> video
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