https://github.com/mpolinowski/monocular-depth-estimation
Depth perception with PyTorch
https://github.com/mpolinowski/monocular-depth-estimation
depth-maps midasv3 monodepth2 pytorch rtsp-stream
Last synced: about 2 months ago
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Depth perception with PyTorch
- Host: GitHub
- URL: https://github.com/mpolinowski/monocular-depth-estimation
- Owner: mpolinowski
- Created: 2023-11-13T17:40:13.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2023-11-16T12:48:42.000Z (over 1 year ago)
- Last Synced: 2025-01-28T19:17:45.658Z (4 months ago)
- Topics: depth-maps, midasv3, monodepth2, pytorch, rtsp-stream
- Language: Jupyter Notebook
- Homepage:
- Size: 10 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Depth Perception Projects
Run PyTorch projects inside a [pytorch-jupyter](https://github.com/mpolinowski/pytorch-jupyter) container:
```bash
docker run --ipc=host --gpus all -ti --rm \
-v $(pwd):/opt/app -p 8888:8888 \
--name pytorch-jupyter \
pytorch-jupyter:latest
```
1. [MiDaS v3 Image Depth Maps](https://github.com/mpolinowski/monocular-depth-estimation/tree/master/01_MiDaS3_DPT_PyTorch_Hub_Images)
2. [MiDaS v3 RTSP Stream](https://github.com/mpolinowski/monocular-depth-estimation/tree/master/02_MiDaS3_DPT_PyTorch_Hub_RTSP)
3. [NianticLabs MonoDepth2](https://github.com/mpolinowski/monocular-depth-estimation/tree/master/03_NianticLabs_Monodepth2)
4. [MiDaS v3 + MediaPipe Pose Estimation](https://github.com/mpolinowski/monocular-depth-estimation/tree/master/04_MiDaS3_MediaPipe)
5. [Estimating Depth Values withing YOLOv8 Bboxes](https://github.com/mpolinowski/monocular-depth-estimation/tree/master/05_MiDaSv3_YOLOv8)