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Top 3 Python single-image-depth-prediction Projects
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MiDaS
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
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The checkpoint below uses MiDaS, which returns the inverse depth map, so we have to invert it back to get a comparable depth map.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python single-image-depth-prediction related posts
- Distance estimation from monocular vision using deep learning
- OMPR V0.6.10 update
- AI that converts a regular 2d image to stereoscopic
- Idea: training on magiceye images
- MiDaS v3_1 and DiscoDiffusion
- File not found error
- Boosting Monocular Depth repo
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Index
What are some of the best open-source single-image-depth-prediction projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | MiDaS | 4,089 |
| 2 | AdaBins | 673 |
| 3 | DiverseDepth | 216 |
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