"Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network
" outperform by 4.9% the current state of the art in foreground detection | https://arxiv.org/pdf/1707.07584.pdf

#paper #deeplearning

Further improvements in the DNN module include faster R-CNN support, Javascript bindings and acceleration of OpenCL implementation.

#OpenCV 3.4 straight to #DeepLearning | https://opencv.org/opencv-3-4.html

How we are changing the client's pipeline with #ArtificialIntelligence

- LEFT: fully human | human release, 2016-2017
- CENTER: #AI + human | alpha release, Q1 2018
- RIGHT: #AI + human | beta release, est. Q3 2018

#DeepLearning #MachineLearning #convergeAI #VR

⚡️ The best #AI of the week: #deeplearning, #computervision & #NLP free resources from across the internet in one place, every week. ⚡️

💡 Google | Face and Hand tracking in the browser with MediaPipe and TensorFlow: https://lnkd.in/dQRSB7U

💡 Berkeley | Speeding Up Transformer Training and Inference By Increasing Model Size: https://lnkd.in/dV5qZ4S

💡 CVPR-2020 | Zero-shot video classification by end-to-end training of 3D convolutional neural networks: https://lnkd.in/djs98Ew

💡 Google | Connecting Vision and Language with Localized Narratives: https://lnkd.in/dD6hjUq

More: https://www.linkedin.com/feed/update/urn:li:activity:6643790787312140288

⚡️ The best #AI of the week: #deeplearning, #computervision & #NLP free resources from across the internet in one place, every week. ⚡️

💡 MIT | How to make a pizza - Learning a compositional layer-based GAN model: https://lnkd.in/gFaVgnR

More: https://www.linkedin.com/feed/update/urn:li:activity:6645227487855022080

🏃⚡Google just released a novel system able to produce realistic composite images for any scene🏃⚡


More: https://www.linkedin.com/posts/visionarynet_deeplearning-ai-artificialintelligence-activity-6794294922867474432-pcW2

💥💥60,000$ from Huawei to push self-#AI to the next level💥💥

✅Real-world dataset with 10+ Million images
✅5k labeled images for #deeplearning training
✅5K/10K validation/test labeled pics for evaluation
✅Workshop: "Self-supervised Autonomous Driving"
✅2D & 3D object detection / #continuallearning
✅Challenge prizes: total 60,000$

More: https://www.linkedin.com/posts/visionarynet_selfdrivingcars-ai-deeplearning-activity-6828287448963956736-Lizu

⚽ Zero to #Messi with #deeplearning ⚽

👉EA unveils a neural system to learn multiple soccer juggling skills 😍

𝐇𝐢𝐠𝐡𝐥𝐢𝐠𝐡𝐭𝐬:
✅Learning difficult soccer juggling skills
✅Layer-wise mixture-of-experts architecture
✅Specialization arises naturally
✅Adaptive random walk training strategy

More: https://bit.ly/3mwRaL2

🔥🔥 Source Code IS OUT! 🔥🔥

😎 More: https://t.ly/ZddLl

🔥 Hu.ma.ne #AI Pin is out! 🔥

👉Hu.ma.ne just launched #AI Pin: the new standalone AI-powered screenless device. Running on the GPT-4 LLMs, suitable for real-time translation. #AI-powered camera and laser projector

😎 More https://t.ly/IvoN7

👹AI and the Everything in the Whole Wide World Benchmark👹

👉Last week Yann LeCun said something like "LLMs will not reach human intelligence". It's clear the on-going #deeplearning is not ready for "general AI", a "radical alternative" is necessary to create a “superintelligence”.

👉Review https://t.ly/isdxM
👉News https://lnkd.in/dFraieZS
👉Paper https://lnkd.in/da-7PnVT

🐉 #DoubleDragon with #AI 🐉

👉How Double Dragon would look like in real life? Each character has been transformed with #AI to capture their style, fighting spirit, and charisma, as if they had stepped right out of the game’s streets into the real world. AUDIO ON. Damn romantic💙

#artificialintelligence #machinelearning #ml #AI #deeplearning #computervision #AIwithPapers #metaverse #LLM

👉Post https://t.ly/0IpER
👉Channel http://www.youtube.com/@iaiaoh84

🔥 New #AI Startups in 2026? 🔥

In 2026, which area would you focus on?
🤖Agents → workflows, copilots, etc.
🏭Vertical AI → Pharma, Automotive, Energy ...
🧠Infrastructure → MLOps, Security, Cost Control ...
🎨AI for Creators/Media → Video, avatars, contents ...

Please, help me understanding what's next with this poll on LinkedIn :)

https://www.linkedin.com/posts/visionarynet_ai-ai-deeplearning-activity-7415377341779996672-sQO1

LUV U \m/

🔥🔥 Marigold V2 is out 🔥🔥

👉Marigold V2 is out: depth, (impressive) see-through depth, surface normals, albedo, and other dense modalities. SOTA results. Repo under Apache 2.0💙

#AI #deeplearning #AIwithPapers

👉Review https://lnkd.in/p/eKM44yDQ
👉Paper https://arxiv.org/pdf/2609.08084
👉Repo https://github.com/huawei-bayerlab/marigold-v2
👉Project https://huggingface.co/spaces/huawei-bayerlab/marigold-v2-web