Machine Vision: Automated Visual Inspection and Robot Vision

#کتاب #منابع #بینایی_کامپیوتر #بینایی_ماشین #الگوریتمها #هوش_مصنوعی
#ComputerVision #MachineVision

❇️ @AI_Python
🗣 @AI_Python_arXiv
✴️ @AI_Python_EN

Convolutional #NeuralNetworks have become a foundational network architecture for numerous deep learning-based #ComputerVision tasks. Here, Heartbeat contributor Brian Mwangi explores their evolution in this excellent review of the research.
https://bit.ly/32fkz0p

Vanishing/exploring gradients problem is a well often problem especially when training big networks, so visualizing gradients is a must when training neural networks. Here is the small network's on MNIST dataset gradients flow. A detailed article is on the way to explain many things in deep learning.

#machinelearning #deeplearning #artificialintelligence #computervision #neuralnetwork

❇️ @AI_Python_EN

#پردازش_زبان_طبیعی و #بینایی_کامپیوتر/ #بینایی_ماشین
#ComputerVision #NLP

❇️ @AI_Python
✴️ @AI_Python_EN

کورس جدید و رایگان مایکروسافت
fundamentals of Deep Learning with PyTorch by Microsoft

Course covers:
* An Introduction to PyTorch
* #ComputerVision with PyTorch
* NLP with PyTorch
* Audio Classification with PyTorch
https://docs.microsoft.com/en-us/learn/paths/pytorch-fundamentals/

#پایتورچ #یادگیری_عمیق #منابع #کلاس_آموزشی #فیلم
#Python #DeepLearning #PyTorch


❇️ @AI_Python

We have fully-funded MSc and PhD positions in #ComputerVision and #MachineLearning at YorkUniversity

Please consider filling out the following form:
http://forms.gle/GJwZ5AbeodvNYf6U9

eecs.gradstudies.yorku.ca/admissions
#اپلای

❇️ @AI_Python

Interested in working on #AI, #computervision, #culture, #multimedia? Good news, we're looking for a PhD student and two postdocs to join us to work on these topics!
https://www.uva.nl/shared-content/uva/en/vacancies/2021/10/21-804-phd-position-on-latent-multimodal-concept-analysis.html

#اپلای

❇️ @AI_Python

for AI researchers.

Here are some of the papers I really liked

1. Text generation with GAN's

https://lnkd.in/f8fb9zC

2. Unsupervised image to image translation

https://lnkd.in/fJnvacb

3. Deep nets with box convolutions.

https://lnkd.in/fum8ded

4.middle out decoding

https://lnkd.in/fkGBGqr

#مقاله
#machinelearning #deeplearning #artificialintelligence #computervision #nlp #neuralnetworks


✴️ @AI_Python_EN
❇️ @AI_Python

انتشار کورس کلاس آموزشی دانشگاه فلوریدا
Advanced Computer Vision

🔸 Schedule
🔸 YouTube Playlist

#منابع #فیلم #کلاس_آموزشی #بینایی_کامپیوتر
#ComputerVision

❇️ @AI_Python

📌 Awesome Computer Vision: Awesome Books, Courses, Papers, Software, Datasets, Pre-trained Computer Vision Models, Tutorials, Talks, Blogs, Links and Songs related to Computer Vision.
مجموعه‌ای کامل از کتاب‌ها، دوره‌ها، مقالات، دیتاست و مدل‌های ترین‌شده در زمینه بینایی ماشین.

🔗 https://github.com/jbhuang0604/awesome-computer-vision

#ComputerVision #MachineLearning
#DataSets #DeepLearning

@ai_python

یک نمونه از کاربردهای بسیار جالب در حوزه Computer Vision که با مدل YOLOv11 و کتابخوانه Ultralztiycs و OpenCV پیاده سازی شده و افتادن آدم ها بر روی زمین رو تشخیص می ده و برای مثال در این نمونه نشون داده می شه که در لحظه یک اعلان به تلگرام ارسال می کنه :

@ai_python

https://www.linkedin.com/posts/jiri-tuma_ai-computervision-yolov11-activity-7253302396628398080-FRlx