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3D Rendering
Density Visualization
ML Vision & Instant NeRF
NeRFYOLOSAM2Computer Vision3D Reconstruction
A computer vision platform featuring Neural Radiance Field (NeRF) visualization that transforms 2D images into explorable 3D scenes.
ML Vision Platform
ML Vision combines web technologies with computer vision algorithms, providing an interface for exploring visual AI techniques.
The ML Vision platform interface with various computer vision capabilities.
Instant NeRF: 3D Scene Reconstruction
Transform 2D images into 3D scenes with Neural Radiance Field implementation.
- Convert photos into explorable 3D environments
- View scenes from any angle with rotation, pan, and zoom
- Visualize density fields and neural features
- Fast processing at 1000x the speed of traditional NeRF
NeRF density visualization of a 3D scene.
Computer Vision Toolkit
Beyond NeRF, the platform offers several computer vision capabilities:
- Edge Detection: Identify object boundaries
- Feature Extraction: Visualize SIFT/ORB keypoints
- Object Detection: Recognize objects with YOLO
- Image Segmentation: Separate objects with SAM2
- Pose Detection: Track body keypoints
A 3D scene reconstructed using Instant NeRF.