Path	Lines of Code
CONTRIBUTING.md	104
README.md	34
chapters/en/unit0/welcome/welcome.mdx	99
chapters/en/unit1/chapter1/applications.mdx	65
chapters/en/unit1/chapter1/motivation.mdx	28
chapters/en/unit1/feature-extraction/feature_description.mdx	52
chapters/en/unit1/feature-extraction/real-world-applications.mdx	24
chapters/en/unit1/image_and_imaging/examples-preprocess.mdx	20
chapters/en/unit1/image_and_imaging/image.mdx	36
chapters/en/unit1/image_and_imaging/imaging.mdx	51
chapters/en/unit10/blenderProc.mdx	106
chapters/en/unit10/challenges.mdx	54
chapters/en/unit10/datagen-diffusion-models.mdx	76
chapters/en/unit10/introduction.mdx	32
chapters/en/unit10/point_clouds.mdx	55
chapters/en/unit10/synthetic_datasets.mdx	89
chapters/en/unit11/1.mdx	68
chapters/en/unit11/2.mdx	47
chapters/en/unit12/conclusion.mdx	62
chapters/en/unit12/ethics-bias-ai.mdx	66
chapters/en/unit12/pre-intro.mdx	18
chapters/en/unit12/supplementary-material.mdx	11
chapters/en/unit13/hiera.mdx	24
chapters/en/unit13/hyena.mdx	86
chapters/en/unit13/i-jepa.mdx	44
chapters/en/unit13/retention.mdx	35
chapters/en/unit2/cnns/convnext.mdx	74
chapters/en/unit2/cnns/googlenet.mdx	167
chapters/en/unit2/cnns/introduction.mdx	123
chapters/en/unit2/cnns/mobilenet.mdx	154
chapters/en/unit2/cnns/mobilenetextra.mdx	36
chapters/en/unit2/cnns/resnet.mdx	67
chapters/en/unit2/cnns/vgg.mdx	86
chapters/en/unit3/vision-transformers/cvt.mdx	321
chapters/en/unit3/vision-transformers/detr.mdx	176
chapters/en/unit3/vision-transformers/dinat.mdx	37
chapters/en/unit3/vision-transformers/knowledge-distillation.mdx	32
chapters/en/unit3/vision-transformers/mobilevit.mdx	120
chapters/en/unit3/vision-transformers/swin-transformer.mdx	502
chapters/en/unit3/vision-transformers/vision-transformer-for-object-detection.mdx	401
chapters/en/unit3/vision-transformers/vision-transformers-for-image-classification.mdx	72
chapters/en/unit3/vision-transformers/vision-transformers-for-image-segmentation.mdx	71
chapters/en/unit4/multimodal-models/a_multimodal_world.mdx	61
chapters/en/unit4/multimodal-models/clip-and-relatives/Introduction.mdx	29
chapters/en/unit4/multimodal-models/clip-and-relatives/blip.mdx	44
chapters/en/unit4/multimodal-models/clip-and-relatives/clip.mdx	47
chapters/en/unit4/multimodal-models/clip-and-relatives/losses.mdx	16
chapters/en/unit4/multimodal-models/clip-and-relatives/owl_vit.mdx	58
chapters/en/unit4/multimodal-models/pre-intro.mdx	31
chapters/en/unit4/multimodal-models/supplementary-material.mdx	10
chapters/en/unit4/multimodal-models/transfer_learning.mdx	29
chapters/en/unit4/multimodal-models/vlm-intro.mdx	65
chapters/en/unit5/generative-models/diffusion-models/introduction.mdx	41
chapters/en/unit5/generative-models/diffusion-models/simple-explanation.mdx	51
chapters/en/unit5/generative-models/diffusion-models/stable-diffusion.mdx	111
chapters/en/unit5/generative-models/gans-vaes/stylegan.mdx	66
chapters/en/unit5/generative-models/gans.mdx	48
chapters/en/unit5/generative-models/introduction/introduction.mdx	24
chapters/en/unit5/generative-models/practical-applications/ethical-issues.mdx	28
chapters/en/unit6/basic-cv-tasks/introduction.mdx	7
chapters/en/unit6/basic-cv-tasks/object_detection.mdx	29
chapters/en/unit6/basic-cv-tasks/segmentation.mdx	62
chapters/en/unit7/video-processing/cnn-based-video-model.mdx	89
chapters/en/unit7/video-processing/introduction-to-video.mdx	44
chapters/en/unit7/video-processing/multimodal-based-video-models.mdx	78
chapters/en/unit7/video-processing/rnn-based-video-models.mdx	72
chapters/en/unit7/video-processing/video-processing-basics.mdx	24
chapters/en/unit8/3d-vision/nvs.mdx	71
chapters/en/unit8/introduction/applications.mdx	17
chapters/en/unit8/introduction/brief_history.mdx	30
chapters/en/unit8/introduction/introduction.mdx	9
chapters/en/unit8/monocular_depth_estimation.mdx	438
chapters/en/unit8/nerf.mdx	121
chapters/en/unit8/terminologies/camera-models.mdx	35
chapters/en/unit8/terminologies/linear-algebra.mdx	150
chapters/en/unit8/terminologies/representations.mdx	13
chapters/en/unit9/intro_to_model_optimization.mdx	28
chapters/en/unit9/model_deployment.mdx	49
chapters/en/unit9/tools_and_frameworks.mdx	113
chapters/es/unit0/welcome/welcome.mdx	98
chapters/zh-cn/unit0/welcome/TableOfContents.mdx	41
chapters/zh-cn/unit0/welcome/welcome.mdx	96
chapters/zh-cn/unit1/chapter1/applications.mdx	65
chapters/zh-cn/unit1/chapter1/definition.mdx	42
chapters/zh-cn/unit1/chapter1/motivation.mdx	28
chapters/zh-cn/unit1/feature-extraction/feature-matching.mdx	221
chapters/zh-cn/unit1/feature-extraction/feature_description.mdx	52
chapters/zh-cn/unit1/feature-extraction/real-world-applications.mdx	24
chapters/zh-cn/unit1/image_and_imaging/examples-preprocess.mdx	20
chapters/zh-cn/unit1/image_and_imaging/extension-image.mdx	48
chapters/zh-cn/unit1/image_and_imaging/image.mdx	36
chapters/zh-cn/unit1/image_and_imaging/imaging.mdx	51
chapters/zh-cn/unit2/cnns/convnext.mdx	74
chapters/zh-cn/unit2/cnns/googlenet.mdx	167
chapters/zh-cn/unit2/cnns/intro-transfer-learning.mdx	20
chapters/zh-cn/unit2/cnns/introduction.mdx	123
chapters/zh-cn/unit2/cnns/mobilenet.mdx	153
chapters/zh-cn/unit2/cnns/mobilenetextra.mdx	36
chapters/zh-cn/unit2/cnns/resnet.mdx	66
chapters/zh-cn/unit2/cnns/vgg.mdx	82
chapters/zh-cn/unit2/cnns/yolo.mdx	189
notebooks/Unit 1 - Fundamentals/README.md	1
notebooks/Unit 10 - Synthetic Data Creation/README.md	1
notebooks/Unit 11 - Zero Shot Computer Vision/README.md	1
notebooks/Unit 12 - Ethics and Biases/README.md	1
notebooks/Unit 13 - Outlook/README.md	1
notebooks/Unit 2 - Convolutional Neural Networks/README.md	1
notebooks/Unit 3 - Vision Transformers/README.md	1
notebooks/Unit 5 - Generative Models/Diffusion Models/README.md	1
notebooks/Unit 5 - Generative Models/GANs & VAEs/README.md	1
notebooks/Unit 5 - Generative Models/Introduction/README.md	1
notebooks/Unit 5 - Generative Models/Practical Applications & Challenges/README.md	1
notebooks/Unit 6 - Basic CV Tasks/README.md	1
notebooks/Unit 7 - Video and Video Processing/README.md	1
notebooks/Unit 8 - 3D Vision, Scene Rendering and Reconstruction/README.md	1
notebooks/Unit 9 - Model Optimization/README.md	1
requirements.txt	9