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18 changes: 9 additions & 9 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -58,9 +58,9 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Track a moving object in a video frame with OpenCV

### Part 2: Mid Level Vision (image > features)
## Part 2: Mid Level Vision (image > features)

#### Week 3 (Basic Segmentation)
### Week 3 (Basic Segmentation)
- Segmentation and clustering algorithms like watershed, grabcut
- Interactive segmentation
- Hough transform (detect circles, lines)
Expand All @@ -74,7 +74,7 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Segment Lane lines in a road image with OpenCV

#### Week 4 (Fitting)
### Week 4 (Fitting)
- Fitting lines and curves
- Robust fitting, RANSAC
- Deformable contours
Expand All @@ -85,9 +85,9 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Compute Vanishing Points in a hallway image with OpenCV

### Part 3: Multiple Views
## Part 3: Multiple Views

#### Week 5 (Multiple Images)
### Week 5 (Multiple Images)
- Local invariant feature detection and description
- Image transformations and alignment
- Planar homography
Expand All @@ -100,7 +100,7 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Turn a set of images into a 3D Object with OpenCV

#### Week 6 (3D Scenes)
### Week 6 (3D Scenes)
- Stereo Vision, Dense Motion and Tracking;. 3d Objects
- 3D Scene understanding
- 3D Segmentation and Modeling
Expand All @@ -116,9 +116,9 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Perform Object Segmentation in a 3D Scene with OpenCV

### Part 4: High Level Vision (Features > Analysis)
## Part 4: High Level Vision (Features > Analysis)

#### Week 7 (Object Detection & Classification)
### Week 7 (Object Detection & Classification)
- Object/scene/activity categorization (semantic segmentation)
- Object detection (Non max suppression , sliding windows, Boundary boxes and anchors, counting)
- YOLO and Darknet, region proposal networks
Expand All @@ -135,7 +135,7 @@ Join the #Computer_Vision_curriculum channel in our Slack channel to find one ht
#### Project
- Classify a car in an image with Tensorflow

#### Week 8 (Modern Deep Learning)
### Week 8 (Modern Deep Learning)
- Active learning
- Dimensionality reduction
- Non-parametric methods and big data
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