13/08/2020
لأول مره فى مصر BOOTCAMP مخصص فقط ل computer vision
واللى ميعرفش يعني ايه computer vision فده مجال من اهم المجالات فى AI واعتماده الاكبر على ال robotics انه تخليه يقدر يشوف ويميز الحاجه اللى قدامه وغير كده مرتبات ال computer vision engineer من اعلى المرتبات فى المهندسين لأن العدد فيه لسه قليل غير كده ممكن تشتغل freelancer على تاسكات لأفراد او شركات .
محتاج ايه علشان ابدأ فى الكورس ؟!
python bascis
طب الكورس ده هيشرح لأنهى مستوي ؟!
الكورس هيبدأ معاك من الاساسيات لحد مستوى متقدم
طب ايه محتوى الكورس ؟!
بتعرف تعد لحد كام 😂😎
Chapter 1: Detecting Edges and Applying Image Filters :-
- 2D convolution
- Blurring
- Edge detection
- Motion blur
- Sharpening
- Embossing
- Erosion and dilation
- Creating a vignette filter
- Enhancing the contrast in an image
_______________________________________________________ 2: Cartoonizing an Image :-
- Accessing the we**am
- Interacting with a live video stream
- Cartoonizing an image
_______________________________________________________ 3: Detecting and Tracking Different Body Parts :-
- Using Haar cascades to detect things
- What are integral images?
- Detecting and tracking faces
- Fun with faces
- Detecting eyes
- Fun with eyes
- Detecting ears
- Detecting a mouth
- Detecting a nose
- Detecting pupils
_______________________________________________________ 4: Extracting Features from an Image:-
- Why do we care about keypoints?
- What are keypoints?
- Detecting the corners
- Good Features To Track
- Scale Invariant Feature Transform (SIFT)
- Speeded Up Robust Features (SURF)
- Features from Accelerated Segment Test (FAST)
_______________________________________________________ 5: Creating a Panoramic Image :-
- Matching keypoint descriptors
- Creating the panoramic image
_______________________________________________________ 6: Detecting Shapes and Segmenting an Image :-
- Contour analysis and shape matching
- Approximating a contour
- Identifying the pizza with the slice taken out
- How to censor a shape?
- What is image segmentation?
- Watershed algorithm
_______________________________________________________
Chapter 7: Object Recognition :-
- Object detection versus object recognition
- What is a dense feature detector?
- What is a visual dictionary?
- What is supervised and unsupervised learning?
- What are Support Vector Machines?
- How do we actually implement this?
_______________________________________________________ 8 : Augmented Reality :-
surprise 😉
وبكده ده يكون محتوى الكورس ان شاء الله
وفى الاخر ممكن نعمل مشاريع كانت مطلوبة مننا لشركات ومشاريع تانيه كانت معموله هنحاول نختار اللي تحبوه وننفذه من جديد تانى ان شاء الله
1- make robot play chess alone
link : https://www.youtube.com/watch?v=Nml5aBeNdrw
2- 🥁TURN ON AUDIO🔊 Playing the Drums🎶 are real fun.
link : https://www.youtube.com/watch?v=3r4omlF_wfs
3- play Rock-Paper-Scissors with my computer
link : https://www.youtube.com/watch?v=O-5TiTxIdxQ
والكورس معمول عليه خصم 35% لحد يوم 8/25
كلمنا علي صفحتنا عشان تعرف باقي التفاصيل😍♥️
