BREAKING NEWS
LATEST POSTS
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Segment Any Motion in Videos
https://github.com/nnanhuang/SegAnyMo
Overview of Our Pipeline. We take 2D tracks and depth maps generated by off-the-shelf models as input, which are then processed by a motion encoder to capture motion patterns, producing featured tracks. Next, we use tracks decoder that integrates DINO feature to decode the featured tracks by decoupling motion and semantic information and ultimately obtain the dynamic trajectories(a). Finally, using SAM2, we group dynamic tracks belonging to the same object and generate fine-grained moving object masks(b).
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HoloPart -Generative 3D Models Part Amodal Segmentation
https://vast-ai-research.github.io/HoloPart
https://huggingface.co/VAST-AI/HoloPart
https://github.com/VAST-AI-Research/HoloPart
Applications:
– 3d printing segmentation
– texturing segmentation
– animation segmentation
– modeling segmentation
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The Diary Of A CEO – A talk with Dr. Bessel Van Der Kolk described as “perhaps the most influential psychiatrist of the 21st century”
– Why traumatic memories are not like normal memories?
– What it was like working in a mental asylum.
– Does childhood trauma impact us permanently?
– Can yoga reverse deep past trauma? -
AI 2027 – Predicting the impact of superhuman AI over the next decade
We predict that the impact of superhuman AI over the next decade will be enormous, exceeding that of the Industrial Revolution.
We wrote a scenario that represents our best guess about what that might look like.1 It’s informed by trend extrapolations, wargames, expert feedback, experience at OpenAI, and previous forecasting successes.
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HuggingFace – AI Agents Course
https://huggingface.co/learn/agents-course/en/unit0/introduction
In this course, you will:
- 📖 Study AI Agents in theory, design, and practice.
- 🧑💻 Learn to use established AI Agent libraries such as smolagents, LlamaIndex, and LangGraph.
- 💾 Share your agents on the Hugging Face Hub and explore agents created by the community.
- 🏆 Participate in challenges where you will evaluate your agents against other students’.
- 🎓 Earn a certificate of completion by completing assignments.
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The best music management software for PC, Android and iOS
https://audials.com/en/apps/manage-music?utm_source=chatgpt.com
https://umatechnology.org/the-best-free-music-management-tools-for-organizing-your-mp3s
- Audials Play
- Media Monkey
- Musicbee
- AIMP
- Mp3tag
- Helium
- MusicBrainz Picard
- iTunes
- Magix MP3 Deluxe 19
- Foobar 2000
- Clementine
- Tuneup Media
- Organize Your Music
- Musicnizer
- Bliss
- Music Connect
- VLC Media Player
- TagScanner
- Greenify
- KeepVid Music
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NVIDIA Adds Native Python Support to CUDA
https://thenewstack.io/nvidia-finally-adds-native-python-support-to-cuda
https://nvidia.github.io/cuda-python/latest
Check your Cuda version, it will be the release version here:
>>> nvcc --version nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2024 NVIDIA Corporation Built on Wed_Apr_17_19:36:51_Pacific_Daylight_Time_2024 Cuda compilation tools, release 12.5, V12.5.40 Build cuda_12.5.r12.5/compiler.34177558_0or from here:
>>> nvidia-smi Mon Jun 16 12:35:20 2025 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 555.85 Driver Version: 555.85 CUDA Version: 12.5 | |-----------------------------------------+------------------------+----------------------+ -
Matt Gray – How to generate a profitable business
In the last 10 years, over 1,000 people have asked me how to start a business. The truth? They’re all paralyzed by limiting beliefs. What they are and how to break them today:
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Before we get into the How, let’s first unpack why people think they can’t start a business.
Here are the biggest reasons I’ve found:
FEATURED POSTS
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Photography basics: Depth of Field and composition
Depth of field is the range within which focusing is resolved in a photo.
Aperture has a huge affect on to the depth of field.
Changing the f-stops (f/#) of a lens will change aperture and as such the DOF.
f-stops are a just certain number which is telling you the size of the aperture. That’s how f-stop is related to aperture (and DOF).
If you increase f-stops, it will increase DOF, the area in focus (and decrease the aperture). On the other hand, decreasing the f-stop it will decrease DOF (and increase the aperture).
The red cone in the figure is an angular representation of the resolution of the system. Versus the dotted lines, which indicate the aperture coverage. Where the lines of the two cones intersect defines the total range of the depth of field.
This image explains why the longer the depth of field, the greater the range of clarity.
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Photography basics: Lumens vs Candelas (candle) vs Lux vs FootCandle vs Watts vs Irradiance vs Illuminance
https://www.translatorscafe.com/unit-converter/en-US/illumination/1-11/
The power output of a light source is measured using the unit of watts W. This is a direct measure to calculate how much power the light is going to drain from your socket and it is not relatable to the light brightness itself.
The amount of energy emitted from it per second. That energy comes out in a form of photons which we can crudely represent with rays of light coming out of the source. The higher the power the more rays emitted from the source in a unit of time.
Not all energy emitted is visible to the human eye, so we often rely on photometric measurements, which takes in account the sensitivity of human eye to different wavelenghts
Details in the post
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