Exercies cv classical

chapters/en/_toctree.yml

@@ -26,6 +26,8 @@
     local: "unit1/feature-extraction/feature-matching"
   - title: Real-world Applications of Feature Extraction in Computer Vision
     local: "unit1/feature-extraction/real-world-applications"
+  - title: Exercise of Feature Extraction in Computer Vision
+    local: "unit1/exercise/exercise_classical_cv"
 - title: Unit 2 - Convolutional Neural Networks
   sections:
   - title: Introduction to Convolutional Neural Networks

chapters/en/unit1/exercise/exercise_classical_cv.mdx

@@ -0,0 +1,24 @@
+# Classical CV Exercise
+
+Dear Learner,
+
+Welcome to the practical segment of this course unit. Here, we'll apply the concepts covered in the lessons to reinforce your understanding. While this isn't a graded assignment, completing it will help solidify your comprehension of the material.
+
+## The Task 📄
+Your objective is to locate the position of a smaller image within a larger one without employing any Artificial Neural Networks (ANN). You'll be provided with two images: one containing the full scene and the other, a subset of the larger image.
+
+Here are the sample images for your reference:
+
+big picture:
+<div class="flex justify-center">
+    <img src="https://github.com/michaelshekasta/computer-vision-course/blob/exercies-cv-classical/chapters/en/unit1/exercise/full_image.jpg?raw=true" alt="full_picture">
+</div>
+small picture:
+<div class="flex justify-center">
+    <img src="https://github.com/michaelshekasta/computer-vision-course/blob/exercies-cv-classical/chapters/en/unit1/exercise/sub_image.jpg?raw=true" alt="small_picture">
+</div>
+
+Best of luck!
+
+Resource:
+https://www.pexels.com/photo/close-up-shot-of-slices-of-pomegranate-on-a-black-surface-5989139/