SVFR — a full-fledged framework for restoring faces in videos.
It can:
Essentially, the model takes old or damaged videos and makes them "as if they were shot yesterday". And it's free and open-source.
1. Create an environment
conda create -n svfr python=3.9 -y
conda activate svfr
2. Install PyTorch (for your CUDA)
pip install torch==2.2.2 torchvision==0.17.2 torchaudio==2.2.2
3. Install dependencies
pip install -r requirements.txt
4. Download models
conda install git-lfs
git lfs install
git clone https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt models/stable-video-diffusion-img2vid-xt
5. Start processing videos
python infer.py \
--config config/infer.yaml \
--task_ids 0 \
--input_path input.mp4 \
--output_dir results/ \
--crop_face_region
Where task_ids:
*
0 — face enhancement*
1 — colorization*
2 — redrawing damageAn ideal tool if:
#python #soft #github
https://t.iss.one/CodeProgrammer
Please open Telegram to view this post
VIEW IN TELEGRAM
Please open Telegram to view this post
VIEW IN TELEGRAM
❤10👍4
Forwarded from Learn Python Hub
#MIT has made courses in key CS areas publicly available. #Python, #algorithms, #ML, neural networks, #OS, #databases, #mathematics — all can be completed for free directly on #YouTube.
tags: #courses
Please open Telegram to view this post
VIEW IN TELEGRAM
❤13
🔥2026 New IT Certification Prep Kit – Free!
SPOTO cover: #Python #AI #Cisco #PMI #Fortinet #AWS #Azure #Excel #CompTIA #ITIL #Cloud + more
✅ Grab yours free kit now:
• Free Courses (Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS)
👉 https://bit.ly/3Ogtn3i
• IT Certs E-book
👉 https://bit.ly/41KZlru
• IT Exams Skill Test
👉 https://bit.ly/4ve6ZbC
• Free AI Materials & Support Tools
👉 https://bit.ly/4vagTuw
• Free Cloud Study Guide
👉 https://bit.ly/4c3BZCh
💬 Need exam help? Contact admin: wa.link/w6cems
✅ Join our IT community: get free study materials, exam tips & peer support
https://chat.whatsapp.com/BiazIVo5RxfKENBv10F444
SPOTO cover: #Python #AI #Cisco #PMI #Fortinet #AWS #Azure #Excel #CompTIA #ITIL #Cloud + more
✅ Grab yours free kit now:
• Free Courses (Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS)
👉 https://bit.ly/3Ogtn3i
• IT Certs E-book
👉 https://bit.ly/41KZlru
• IT Exams Skill Test
👉 https://bit.ly/4ve6ZbC
• Free AI Materials & Support Tools
👉 https://bit.ly/4vagTuw
• Free Cloud Study Guide
👉 https://bit.ly/4c3BZCh
💬 Need exam help? Contact admin: wa.link/w6cems
✅ Join our IT community: get free study materials, exam tips & peer support
https://chat.whatsapp.com/BiazIVo5RxfKENBv10F444
❤11
The matrix cookbook.pdf
676.5 KB
📚 Notes and Important Formulas ⬅️ "Matrices, Linear Algebra, and Probability"
👨🏻💻 This booklet serves as an essential resource for individuals initiating their studies in data science. It consolidates comprehensive information on matrices, linear algebra, and probability, thereby eliminating the necessity of consulting multiple sources.
✏️ The document encompasses nearly all pertinent formulas and key concepts. It addresses foundational topics such as determinants and matrix inverses, as well as advanced subjects including eigenvalues, eigenvectors, Singular Value Decomposition (SVD), and probability distributions.
🌐 #DataScience #Python #Math
https://t.iss.one/CodeProgrammer🌟
👨🏻💻 This booklet serves as an essential resource for individuals initiating their studies in data science. It consolidates comprehensive information on matrices, linear algebra, and probability, thereby eliminating the necessity of consulting multiple sources.
✏️ The document encompasses nearly all pertinent formulas and key concepts. It addresses foundational topics such as determinants and matrix inverses, as well as advanced subjects including eigenvalues, eigenvectors, Singular Value Decomposition (SVD), and probability distributions.
https://t.iss.one/CodeProgrammer
Please open Telegram to view this post
VIEW IN TELEGRAM
❤10👍2