Тёмный

Use Pretrained Semantic Segmentation Models On TensorFlow Hub 

LearnOpenCV
Подписаться 55 тыс.
Просмотров 3,7 тыс.
50% 1

📚 Check out our FREE Courses at OpenCV University : opencv.org/university/free-co...
📚 Blog post Link: learnopencv.com/image-segment...
In this computer vision tutorial video, we're going to demonstrate how to use pretrained semantic segmentation models that are hosted on TensorFlow hub.
⭐️ Time Stamps:⭐️
00:00-00:13: Introduction
00:13-00:58: TensorFlow Hub
00:58-02:00: TensorFlow Hub Website
02:00-02:17: Downloading Sample Images
02:17-03:15: Displaying Sample Images
03:15-04:01: Loading Images
04:01-04:29: Mapping
04:29-06:45: Model Inference
06:45-09:05: Tensor to NumPy Array
09:05-13:04: Displaying Sample Images
13:04-13:48: Printing Values
13:48-14:45: Convenience Function
14:45-15:19: Greyscale Version of Segmentation Map
15:19-16:17: Formalize Implementation
16:17-18:54: Run Inference
18:54-20:20: Calling in Run Inference Function
20:20-20:51: Conclusion
Resources:
🖥️ On our blog - learnopencv.com we also share tutorials and code on topics like Image
Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow.
🤖 Learn from the experts on AI: Computer Vision and AI Courses
YOU have an opportunity to join the over 5300+ (and counting) researchers, engineers, and students who have benefited from these courses and take your knowledge of computer vision, AI, and deep learning to the next level.🤖
opencv.org/courses
#️⃣ Connect with Us #️⃣
📝 Linkedin: / satyamallick
📱 Twitter: / learnopencv
🔊 Facebook: profile.php?...
📸 Instagram: / learnopencv
🔗 Reddit: / spmallick
🔖Hashtags🔖
#keras #tensorflow #machinelearning #neuralnetwork #objectdetection #deeplearning #computervision #learnopencv #opencv #tutorial #kerastutorial #tensorflowtutorial

Опубликовано:

 

10 июл 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии : 5   
@hello81642
@hello81642 8 месяцев назад
What if I want to run the model to find just one specific class? What do I modify in the code? And would it be faster than going through all available classes? Thanks for the video
@user-dy8fo9ls2q
@user-dy8fo9ls2q 11 месяцев назад
Where do I get the notebook?
@LearnOpenCV
@LearnOpenCV 11 месяцев назад
Hi, you can find the code in the blog post: learnopencv.com/image-segmentation-tensorflow-hub/ Here is the link to the notebook: github.com/spmallick/learnopencv/tree/master/Keras-Segmentation-TensorFlow-Hub
@ramchandermothkoori7627
@ramchandermothkoori7627 11 месяцев назад
can we use these models as api to frontend ?
@LearnOpenCV
@LearnOpenCV 10 месяцев назад
Yes. You'll have to deploy the models on your server for that.
Далее
Alisha Lehmann joins Juventus Women 🤍🖤
00:16
Просмотров 2,5 млн
Applied ML with KerasCV and KerasNLP
14:01
Просмотров 6 тыс.
Autoencoders | Deep Learning Animated
11:41
Просмотров 3,3 тыс.
How Stable Diffusion Works (AI Image Generation)
30:21
Просмотров 138 тыс.
Image Processing with OpenCV and Python
20:38
Просмотров 137 тыс.