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3d_modeling

Notes on 3d modeling tools

agi2nerf

Simple tool for converting Agisoft XML files to NERF JSON files for https://github.com/NVlabs/instant-ngp

blender_nerf_tools

A Blender addon for rendering NeRFs - Under construction, check back soon!

blendernerf

Easy NeRF synthetic dataset creation within Blender

centernet

Object detection, 3D detection, and pose estimation using center point detection:

convnext

Code release for ConvNeXt model

dream-textures

Stable Diffusion built-in to the Blender shader editor

junkyard

Collection of test files, probes, hacks and ideas

labelimg

learn-optimizer-rgdn

Learning Deep Gradient Descent Optimization for Image Deconvolution. Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang. In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.

lookaheaddecoding

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

material-map-generator

Easily create AI generated Normal maps, Displacement maps, and Roughness maps.

motion-flow-syn

Motion flow and corresponding blurry image synthesis. Training data generation for "From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur (CVPR'17)".

mszarvas.github.io

normalmapgenerator

Normal Map Generator using python

openqnx

mirror of git://git.code.sf.net/p/monartis/openqnx

orthogonality-in-cnns

[NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.

pbr_materials

Textures for PBR materials

pedestron

[Pedestron] Pedestrian Detection: The Elephant In The Room. On ArXiv 2020

python-macduff-colorchecker-detector

a tool for finding the Macbeth ColorChecker chart in an image.

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

rr

Record and Replay Framework

shake-shake

2.72% on CIFAR-10

sketchedit

SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

usd-cookbook

USD Example Projects