BREAKING NEWS
LATEST POSTS
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DeepBeepMeep – AI solutions specifically optimized for low spec GPUs
https://huggingface.co/DeepBeepMeep
https://github.com/deepbeepmeep
Wan2GP – A fast AI Video Generator for the GPU Poor. Supports Wan 2.1/2.2, Qwen Image, Hunyuan Video, LTX Video and Flux.
mmgp – Memory Management for the GPU Poor, run the latest open source frontier models on consumer Nvidia GPUs.
YuEGP – Open full-song generation foundation that transforms lyrics into complete songs.
HunyuanVideoGP – Large video generation model optimized for low-VRAM GPUs.
FluxFillGP – Flux-based inpainting and outpainting tool for low-VRAM GPUs.
Cosmos1GP – Text-to-world and image/video-to-world generator for the GPU Poor.
Hunyuan3D-2GP – GPU-friendly version of Hunyuan3D-2 for 3D content generation.
OminiControlGP – Lightweight version of OminiControl enabling 3D, pose, and control tasks with FLUX.
SageAttention – Quantized attention achieving 2.1–3.1× and 2.7–5.1× speedups over FlashAttention2 and xformers without losing end-to-end accuracy.
insightface – State-of-the-art 2D and 3D face analysis project for recognition, detection, and alignment.
FEATURED POSTS
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Moondream Gaze Detection – Open source code
This is convenient for captioning videos, understanding social dynamics, and for specific cases such as sports analytics, or detecting when drivers or operators are distracted.
https://huggingface.co/spaces/moondream/gaze-demo
https://moondream.ai/blog/announcing-gaze-detection
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Survivorship Bias: The error resulting from systematically focusing on successes and ignoring failures. How a young statistician saved his planes during WW2.
A young statistician saved their lives.
His insight (and how it can change yours):
(more…)
During World War II, the U.S. wanted to add reinforcement armor to specific areas of its planes.
Analysts examined returning bombers, plotted the bullet holes and damage on them (as in the image below), and came to the conclusion that adding armor to the tail, body, and wings would improve their odds of survival.
But a young statistician named Abraham Wald noted that this would be a tragic mistake. By only plotting data on the planes that returned, they were systematically omitting the data on a critical, informative subset: The planes that were damaged and unable to return.
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WhatDreamsCost Spline-Path-Control – Create motion controls for ComfyUI
https://github.com/WhatDreamsCost/Spline-Path-Control
https://whatdreamscost.github.io/Spline-Path-Control/
https://github.com/WhatDreamsCost/Spline-Path-Control/tree/main/example_workflows
Spline Path Control is a simple tool designed to make it easy to create motion controls. It allows you to create and animate shapes that follow splines, and then export the result as a
.webm
video file.
This project was created to simplify the process of generating control videos for tools like VACE. Use it to control the motion of anything (camera movement, objects, humans etc) all without extra prompting.- Multi-Spline Editing: Create multiple, independent spline paths
- Easy To Use Controls: Quickly edit splines and points
- Full Control of Splines and Shapes:
- Start Frame: Set a delay before a spline’s animation begins.
- Duration: Control the speed of the shape along its path.
- Easing: Apply
Linear
,Ease-in
,Ease-out
, andEase-in-out
functions for smooth acceleration and deceleration. - Tension: Adjust the “curviness” of the spline path.
- Shape Customization: Change the shape (circle, square, triangle), size, fill color, and border.
- Reference Images: Drag and drop or upload a background image to trace paths over an existing image.
- WebM Export: Export your animation with a white background, perfect for use as a control video in VACE.
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The 7 key elements of brand identity design + 10 corporate identity examples
www.lucidpress.com/blog/the-7-key-elements-of-brand-identity-design
1. Clear brand purpose and positioning
2. Thorough market research
3. Likable brand personality
4. Memorable logo
5. Attractive color palette
6. Professional typography
7. On-brand supporting graphics