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LATEST POSTS

  • Tommy Og – Ultimate Python Guide, From Zero to Hero

    pIXELsHAM.com
    Aug 4, 2025
    python
    TommyOg_UltimatePythonGuideDownload
    Views : 16
  • Introduction to BytesIO

    pIXELsHAM.com
    Aug 1, 2025
    python

    When you’re working with binary data in Python—whether that’s image bytes, network payloads, or any in-memory binary stream—you often need a file-like interface without touching the disk. That’s where BytesIO from the built-in io module comes in handy. It lets you treat a bytes buffer as if it were a file.

    What Is BytesIO?

    • Module: io
    • Class: BytesIO
    • Purpose:
      • Provides an in-memory binary stream.
      • Acts like a file opened in binary mode ('rb'/'wb'), but data lives in RAM rather than on disk.
    from io import BytesIO
    

    Why Use BytesIO?

    1. Speed
      • No disk I/O—reads and writes happen in memory.
    2. Convenience
      • Emulates file methods (read(), write(), seek(), etc.).
      • Ideal for testing code that expects a file-like object.
    3. Safety
      • No temporary files cluttering up your filesystem.
    4. Integration
      • Libraries that accept file-like objects (e.g., PIL, requests) will work with BytesIO.

    Basic Examples

    1. Writing Bytes to a Buffer

    from io import BytesIO
    
    # Create a BytesIO buffer
    buffer = BytesIO()
    
    # Write some binary data
    buffer.write(b'Hello, \xF0\x9F\x98\x8A')  # includes a smiley emoji in UTF-8
    
    # Retrieve the entire contents
    data = buffer.getvalue()
    print(data)                 # b'Hello, \xf0\x9f\x98\x8a'
    print(data.decode('utf-8')) # Hello, 😊
    
    # Always close when done
    buffer.close()
    
    (more…)
    Views : 17
  • Marigold – repurposing diffusion-based image generators for dense predictions

    pIXELsHAM.com
    Jul 31, 2025
    A.I.

    Marigold repurposes Stable Diffusion for dense prediction tasks such as monocular depth estimation and surface normal prediction, delivering a level of detail often missing even in top discriminative models.

    Key aspects that make it great:
    – Reuses the original VAE and only lightly fine-tunes the denoising UNet
    – Trained on just tens of thousands of synthetic image–modality pairs
    – Runs on a single consumer GPU (e.g., RTX 4090)
    – Zero-shot generalization to real-world, in-the-wild images

    https://mlhonk.substack.com/p/31-marigold

    https://arxiv.org/pdf/2505.09358

    https://marigoldmonodepth.github.io/

    Views : 7
  • Hunyuan3D World Model 1.0

    pIXELsHAM.com
    Jul 28, 2025
    A.I., modeling

    Project Page:https://3d-models.hunyuan.tencent.com/world/
    Try it now:https://3d.hunyuan.tencent.com/sceneTo3D
    Github:https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0
    Hugging Face:https://huggingface.co/tencent/HunyuanWorld-1

    Views : 28
  • Runway Aleph

    pIXELsHAM.com
    Jul 25, 2025
    A.I., production

    https://runwayml.com/research/introducing-runway-aleph

    Generate New Camera Angles
    Generate the Next Shot
    Use Any Style to Transfer to a Video
    Change Environments, Locations, Seasons and Time of Day
    Add Things to a Scene
    Remove Things from a Scene
    Change Objects in a Scene
    Apply the Motion of a Video to an Image
    Alter a Character’s Appearance
    Recolor Elements of a Scene
    Relight Shots
    Green Screen Any Object, Person or Situation

    Oscar Marchal – Aleph test

    Views : 37
  • Your Smartphone Can Make 3D “Holograms” – Versatile Framework for Low-Cost Parallax Multi-View 360° Displays

    pIXELsHAM.com
    Jul 25, 2025
    3Dprinting, cool, hardware, lighting

    https://makerworld.com/en/models/793871

    https://holopot360.github.io/website/

    The Andotrope – The World’s First Omnidirectional Hologram-like Screen
    Views : 14
  • The Magnetic Shadows Effect

    pIXELsHAM.com
    Jul 25, 2025
    cool, lighting

    Views : 12
  • Decart AI Mirage – The first ever World Transformation Model – turning any video, game, or camera feed into a new digital world, in real time

    pIXELsHAM.com
    Jul 25, 2025
    Featured

    https://mirage.decart.ai/

    https://about.decart.ai/publications/mirage

    Views : 15
  • Mike Wong – AtoMeow – A Blue noise image stippling in Processing

    pIXELsHAM.com
    Jul 24, 2025
    design, software

    https://github.com/mwkm/atoMeow

    https://www.shadertoy.com/view/7s3XzX

    This demo is created for coders who are familiar with this awesome creative coding platform. You may quickly modify the code to work for video or to stipple your own Procssing drawings by turning them into PImage and run the simulation. This demo code also serves as a reference implementation of my article Blue noise sampling using an N-body simulation-based method. If you are interested in 2.5D, you may mod the code to achieve what I discussed in this artist friendly article.

    Convert your video to a dotted noise.

    Views : 29
  • Aitor Echeveste – Free CG and Comp Projection Shot, Download the Assets & Follow the Workflow

    pIXELsHAM.com
    Jul 24, 2025
    production, reference

    What’s Included:

    • Cleaned and extended base plates
    • Full Maya and Nuke 3D projection layouts
    • Bullet and environment CG renders with AOVs (RGB, normals, position, ID, etc.)
    • Explosion FX in slow motion
    • 3D scene geometry for projection
    • Camera + lensing setup
    • Light groups and passes for look development

    https://aitorecheveste.gumroad.com/l/flbeqr

    Views : 17
  • Tauseef Fayyaz About readable code – Clean Code Practices

    pIXELsHAM.com
    Jul 24, 2025
    python

    𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝘁𝗼 𝗺𝗮𝘀𝘁𝗲𝗿 𝗶𝗻 𝗖𝗹𝗲𝗮𝗻 𝗖𝗼𝗱𝗲 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲𝘀:

    🔹 Code Readability & Simplicity – Use meaningful names, write short functions, follow SRP, flatten logic, and remove dead code.
    → Clarity is a feature.

    🔹 Function & Class Design – Limit parameters, favor pure functions, small classes, and composition over inheritance.
    → Structure drives scalability.

    🔹 Testing & Maintainability – Write readable unit tests, avoid over-mocking, test edge cases, and refactor with confidence.
    → Test what matters.

    🔹 Code Structure & Architecture – Organize by features, minimize global state, avoid god objects, and abstract smartly.
    → Architecture isn’t just backend.

    🔹 Refactoring & Iteration – Apply the Boy Scout Rule, DRY, KISS, and YAGNI principles regularly.
    → Refactor like it’s part of development.

    🔹 Robustness & Safety – Validate early, handle errors gracefully, avoid magic numbers, and favor immutability.
    → Safe code is future-proof.

    🔹 Documentation & Comments – Let your code explain itself. Comment why, not what, and document at the source.
    → Good docs reduce team friction.

    🔹 Tooling & Automation – Use linters, formatters, static analysis, and CI reviews to automate code quality.
    → Let tools guard your gates.

    🔹 Final Review Practices – Review, refactor nearby code, and avoid cleverness in the name of brevity.
    → Readable code is better than smart code.

    Tauseef Fayyaz About readable code – Clean Code Practices_compressedDownload
    Views : 11
  • Mark Theriault “Steamboat Willie” – AI Re-Imagining of a 1928 Classic in 4k

    pIXELsHAM.com
    Jul 24, 2025
    A.I., trailers

    I ran Steamboat Willie (now public domain) through Flux Kontext to reimagine it as a 3D-style animated piece. Instead of going the polished route with something like W.A.N. 2.1 for full image-to-video generation, I leaned into the raw, handmade vibe that comes from converting each frame individually. It gave it a kind of stop-motion texture, imperfect, a bit wobbly, but full of character.

    Views : 28
  • Glen Keane- Tarzan Construction Sheets + Chalk Talks

    pIXELsHAM.com
    Jul 24, 2025
    animation, design
    Glen Keane- Tarzan Construction Sheets + Chalk TalksDownload
    Views : 9
  • Microsoft DAViD – Data-efficient and Accurate Vision Models from Synthetic Data

    pIXELsHAM.com
    Jul 22, 2025
    A.I., software

    Our human-centric dense prediction model delivers high-quality, detailed (depth) results while achieving remarkable efficiency, running orders of magnitude faster than competing methods, with inference speeds as low as 21 milliseconds per frame (the large multi-task model on an NVIDIA A100). It reliably captures a wide range of human characteristics under diverse lighting conditions, preserving fine-grained details such as hair strands and subtle facial features. This demonstrates the model’s robustness and accuracy in complex, real-world scenarios.

    https://microsoft.github.io/DAViD

    The state of the art in human-centric computer vision achieves high accuracy and robustness across a diverse range of tasks. The most effective models in this domain have billions of parameters, thus requiring extremely large datasets, expensive training regimes, and compute-intensive inference. In this paper, we demonstrate that it is possible to train models on much smaller but high-fidelity synthetic datasets, with no loss in accuracy and higher efficiency. Using synthetic training data provides us with excellent levels of detail and perfect labels, while providing strong guarantees for data provenance, usage rights, and user consent. Procedural data synthesis also provides us with explicit control on data diversity, that we can use to address unfairness in the models we train. Extensive quantitative assessment on real input images demonstrates accuracy of our models on three dense prediction tasks: depth estimation, surface normal estimation, and soft foreground segmentation. Our models require only a fraction of the cost of training and inference when compared with foundational models of similar accuracy.

    Views : 16
  • VEO3 – Ads’ prompt examples

    pIXELsHAM.com
    Jul 22, 2025
    A.I., commercials

    https://www.linkedin.com/posts/leokadieff_ai-generativeai-filmmaking-activity-7353474389029330950-luom

    Prompts and more examples under the post

    (more…)
    Views : 56
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FEATURED POSTS

  • Peter Lik’s Fine Art Gallery

    pIXELsHAM.com
    Dec 7, 2023
    composition, design, photography

    https://lik.com/

     

    Views : 135
  • Dream Textures – New Blender A.I Tool For All

    pIXELsHAM.com
    Oct 3, 2022
    A.I., blender, software

    Views : 545
  • Sensor size reference – resolutions

    pIXELsHAM.com
    Oct 15, 2019
    photography

    Views : 3,697
  • Principles of Animation with Alan Becker, Dermot OConnor and Shaun Keenan

    pIXELsHAM.com
    Sep 7, 2018
    animation, Featured

     

     

     

    https://mzpstudios.blogspot.com/2019/10/floatshootbot.html

     

    https://gumroad.com/fusedgore

     

     

     

     

    https://www.pixelsham.com/wp-content/uploads/2018/09/animationPrinciples.mp4

    Views : 5,599
  • Decart AI Mirage – The first ever World Transformation Model – turning any video, game, or camera feed into a new digital world, in real time

    pIXELsHAM.com
    Jul 25, 2025
    Featured

    https://mirage.decart.ai/

    https://about.decart.ai/publications/mirage

    Views : 15
  • How Cinematographers Set Their Exposure – False color displays

    pIXELsHAM.com
    Apr 7, 2023
    colour, lighting, photography

    Views : 334
  • STAR WARS: THE RISE OF SKYWALKER – AN ILM DESIGN CASE STUDY

    pIXELsHAM.com
    Dec 23, 2020
    composition, design

    https://www.ilm.com/visual_development/star-wars-the-rise-of-skywalker-developing-a-heart-of-darkness/

     

     

     

     

     

     

     

    Views : 1,185
  • Arvid Schneider – SKYWARD: Crafting Avatar-Like Worlds in CG | BREAKDOWN

    pIXELsHAM.com
    Sep 13, 2023
    design, lighting

    Views : 272
Views : 12,959

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