stereo-image-generation
merged_depth
stereo-image-generation | merged_depth | |
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2 | 3 | |
33 | 45 | |
- | - | |
10.0 | 1.8 | |
over 1 year ago | over 2 years ago | |
Python | Python | |
- | MIT License |
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stereo-image-generation
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I have a Rokid Air and am looking for suggestions as to how to include it in a HS classroom.
In context computer science class, for example, you may consider familiarizing students with generating stereo SBS image based on images of their choosing, perhaps using stable-diffusion-webui-depthmap-script (works in A1111 UI), or to keep things more focused https://github.com/m5823779/stereo-image-generation (no UI, but very simple to use in command-line).
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3D side by side images (cross your eyes slowly until the images superimpose and you will see in 3D)
I started from that repository but it didn't work and had to rework a lot of what was there to make it better and more optimized. I can't share my code ATM because it's in draft-state (meaning : horrible mess) and I'm still working a lot on it but I couldn't resist to share a few of my results!
merged_depth
- [P] Monocular Depth Estimation - I ran a number of fairly well-known pre-trained models and looked at the average
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Monocular Depth Estimation - Running multiple pre-trained models and looking at the average
Project Link: https://github.com/p-ranav/merged_depth
- I ran 4 pre-trained depth estimation models and looked at the average
What are some alternatives?
SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.
AdaBins - Official implementation of Adabins: Depth Estimation using adaptive bins
cnnimageretrieval-pytorch - CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Cam-Hackers - Hack Cameras CCTV FREE
edge-connect - EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
magicavoxel-shaders - A collection of shaders for MagicaVoxel to generate geometry, noise, patterns, and simplify common and repetitive tasks.
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
mildlyoverfitted - Paper implementations from scratch and machine learning tutorials
calibrated-backprojection-network - PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
OpenSeeFace - Robust realtime face and facial landmark tracking on CPU with Unity integration
Jetson-Nano-Ubuntu-20-image - Jetson Nano with Ubuntu 20.04 image
koila - Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.