Python computer-graphics

Open-source Python projects categorized as computer-graphics

Top 23 Python computer-graphic Projects

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    Project mention: I want an A.I. to learn my art style so I can keep making art in my art style despite not having the time to do it. | | 2023-02-16
  • pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

    Project mention: How do I run more than 200 epochs in training a Pix2PixHD model? | | 2022-08-11
  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • BlenderProc

    A procedural Blender pipeline for photorealistic training image generation

    Project mention: Synthetic image Generation | | 2023-03-22

    Blender with add-ons (Kubric, BlenderProc)

  • contrastive-unpaired-translation

    Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

    Project mention: Help me with my GANS project | | 2022-06-13
  • PIFu

    This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

    Project mention: I scanned myself with Reality Capture but the 3D model is messy. Is there any way to clean it up with AI or something like that? | | 2023-02-14

    In terms of AI tools, you could try this:

  • Blender-FLIP-Fluids

    The FLIP Fluids addon is a tool that helps you set up, run, and render high quality liquid fluid effects all within Blender, the free and open source 3D creation suite.

    Project mention: Flip Fluids ignoring obstacle | | 2022-11-20

    Make sure that your objects have correct manifold/closed/watertight geometry. See this topic for more info and how to verify geometry:

  • deep-motion-editing

    An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • ICON

    [CVPR 2022] ICON: Implicit Clothed humans Obtained from Normals

    Project mention: Is there any AI that can compile several pictures of a person into a single, 3d version? | | 2022-12-13
  • voca

    This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh. (by TimoBolkart)

  • anycost-gan

    [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

  • tree-gen

    Procedural generation of tree models in blender

    Project mention: How do I use old sapling tree gen? | | 2022-12-26

    and here is a download link to the tree gen: (zip)

  • APDrawingGAN

    Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

  • GANSketching

    Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

  • clean-fid

    PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

    Project mention: [D] Are there any good FID and KID metrics implementations existing that are compatible with pytorch? | | 2023-02-23 is my goto. isn't bad either.

  • ECON

    [CVPR 2023] ECON: Explicit Clothed humans Obtained from Normals

    Project mention: Latest Artificial Intelligence (AI) Research Proposes ECON, A Method To Reconstruct Detailed Clothed 3D Humans From A Color Image | | 2022-12-19

    Quick Read: Paper: Github: Project:

  • talking-head-anime-3-demo

    Demo Programs for the "Talking Head(?) Anime from a Single Image 3: Now the Body Too" Project

    Project mention: Can't find root directory, help? | | 2023-03-12 I keep trying to get the above program to work, but I can't find the the repository's root directory so I can unzip the model files into the data/models folder. How do I find the repository's root directory?

  • DeepSIM

    Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

  • vision-aided-gan

    Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

    Project mention: [D] Is the GAN architecture currently old-fashioned? | | 2022-10-16

    If you are looking for more traditional noise -> xxx GANs, go for Another recent work is

  • BlenderNeRF

    Easy NeRF synthetic dataset creation within Blender

    Project mention: Other fast and free ways to get transforms.json file? | | 2022-12-03

    BlenderNeRF (, simply just takes blender per-frame blender camera locations and puts them in NeRF format,

  • 2dimageto3dmodel

    We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

    Project mention: What's the best software for making an interactable 3D app? | | 2023-02-06

    As for the app, I feel like I have a really good and unique idea so I don't want to explain it very thoroughly, but essentially I want it to be available on my website and on the app store. Ideally, I want it to scale up and become something big, I feel the scalability for the idea is pretty good so I would hope it doesn't stay a small project. Another specificity that I feel is important is that I want to take a series of 2D images and turn it into a 3D model that can then be manipulated and deformed. There are libraries on GitHub for predictively turning a 2D image into a 3D render like here. I have a hunch this would be incredibly difficult and time-consuming to turn into an app, but I wonder if something like this could even be implemented in unity. I haven't used much GitHub really at all though, and I'm not even sure whether or not I could use someone's code like this on an app and then profit off of it legally, I'm just trying to understand all of this.

  • taichi-nerfs

    Implementations of NeRF variants based on Taichi + PyTorch

    Project mention: Training NeRF Without CUDA | | 2023-03-15
  • neural-deferred-shading

    Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)

    Project mention: Multi-View Mesh Reconstruction with Neural Deferred Shading | | 2022-12-11


  • sam_inversion

    [CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

    Project mention: GitHub - adobe-research/sam_inversion: [CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers | | 2022-06-18
  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2023-03-22.

Python computer-graphics related posts


What are some of the best open-source computer-graphic projects in Python? This list will help you:

Project Stars
1 pytorch-CycleGAN-and-pix2pix 19,483
2 pix2pixHD 6,090
3 BlenderProc 1,906
4 contrastive-unpaired-translation 1,817
5 PIFu 1,561
6 Blender-FLIP-Fluids 1,422
7 deep-motion-editing 1,269
8 ICON 1,253
9 voca 928
10 anycost-gan 733
11 tree-gen 721
12 APDrawingGAN 718
13 GANSketching 683
14 clean-fid 643
15 ECON 466
16 talking-head-anime-3-demo 426
17 DeepSIM 393
18 vision-aided-gan 350
19 BlenderNeRF 306
20 2dimageto3dmodel 227
21 taichi-nerfs 206
22 neural-deferred-shading 176
23 sam_inversion 158
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives