Computer Vision Notebooks:
Here is a list of the top google colab notebooks that use computer vision to solve a complex problem such as object detection, classification etc:
| # | Name | Task | Link |
|---|---|---|---|
| 1 | Google DayDream | Produce dream-alike imagery |  |
| 2 | Big GAN | Produce photorealistic images | |
| 3 | Style Transfer | Transfer style of an image to another | |
| 4 | DeOldify | Colorization of Videos | |
| 5 | 3D Ken Burns Effect | 3D depth video of a photo | |
| 6 | First Order Motion model | Transfers facial movements from video footage to an image | |
| 7 | WiKi Art | Create Images using Art works just like Art in AI | |
| 8 | StyleGAN 2 | Generate Facial Human Images using improved GAN | |
| 9 | Edge Detection | Use open cv to detect edges of the various images and videos | |
| 10 | Learn to paint | Teach machines to paint like human painters | |
| 11 | TwinGan | Unsupervised image translation for Human portraits | |
| 12 | Face Swap GAN | Takes 2 videos and swap faces | |
| 13 | Traffic Counting | Counts the traffic on roads | |
| 14 | FaceBook detectron2 | For object detection, covering bounding box and object instance segmentation outputs | |
| 15 | DeepFaceLab | Generate High quality DeepFake Videos | |
| 16 | 3D Feature Visualization | Produce feature visualizations on 3D mesh surfaces | |
| 17 | Lucid Modelzoo | Visualize neural networks | |
| 18 | YOLO V3 | Object detection using Yolo | |
| 19 | Clothe image classification | Classify clothing images | |
| 20 | Pneumonia detection | Detect pneumonia from medical x-ray images | |
| 21 | Breast cancer detection | Detect breast cancer from pre-trained data sets | |
| 22 | Imaging - Amaretto | Amaretto is the software toolbox for network Biology | |
| 23 | Waifu 2x | Upscale photo and video quality | |
| 24 | Twitter Trends | Get a list of trending news on twitter | |
| 25 | Mask R-CNN | Object detection using Mask R-CNN | |
| 26 | PiFu HD | 3D Human Digitalisation | |
| 27 | Sudoku Solver | Solve sudoku using SatNet | |
| 27 | GPT2 Adventure | GPT2 based game | |
| 28 | Atari Games | Train an agent to play Atari Games | |
| 29 | Cartoon GAN | Cartoonize your photos | |
| 30 | Hall of Faces | Detect faces in any photo | |
| 31 | Chrome Dino Game | Bot that plays chrome dino game | |
| 32 | Plant Classification | A plant seedling classifier | |
| 33 | Cascade R-CNN | Object detection using Cascade RCNN | |
| 34 | Pedestrian Tracking | Pedestrian Tracking with YOLOv3 and DeepSORT | |
| 35 | Segment Cars & Streets | Real Time Semantic Segmentation with LightNet++ | |
| 36 | LipGAN | Generate lip motion | |
| 37 | Deeplab V3 | Semantic Segmentation using Torchvision Deeplab v3 | |
| 38 | OpenPose | Pose Detection with OpenPose | |
| 39 | DensePose | Pose Detection with DensePose | |
| 40 | Text Detection | Text Detection in a scene with PixelLink | |
| 41 | Face Tracker | Track and Segment Persons with SiamMask | |
| 42 | Image Upsampler | Upsample Images and generate HQ resolution with Pulse | |
| 43 | Super Slow motion | Make any video Super SlowMo | |
| 44 | Replace Background | Replace Image background with Background Matting | |
| 45 | 3D photo in-painting | 3D Photography using Context-aware Layered Depth Inpainting | |
| 46 | Super Resolution | Image Super Resolution Prediction | |
| 47 | 3D object detection | LiDAR point cloud based 3D object detection | |
| 48 | Earth Engine | Interactive mapping using earth engine API and folium | |
| 49 | OpenVINO | OpenVINO Edge developement and deployment on Google Colab | |
| 50 | Autonomous Vehicle | A self-driving car that manuvers itself on a two-lane track. | |
| 51 | Image Colorization | Instance aware image colorization | |
| 52 | Real Image Editing | In-Domain GAN Inversion for Real Image Editing | |
| 53 | Vision Transformer | Transformers for computer vison | |
| 54 | ClipDraw AI Telephone | Synthesize drawings to match a text prompt | |
| 55 | AugLy Image | Data augmentation library designed by FAIR | |
| 56 | FaceNet | A Unified Embedding for Face Recognition and Clustering | |
| 57 | Infinite Nature | Perpetual View Generation of Natural Scenes from a Single Image | |
| 58 | Siamese network | Image similarity estimation using a Siamese Network with a triplet loss | |
| 59 | Image Inversion | Real Image GAN Inversion | |
| 60 | SPADE | Image synthesis from semantic layouts | |
| 61 | Image Classification using ViT | Image classification with Vision Transformer | |
| 62 | MachineRay 2 | Image Generation AI to Create Abstract Art | |
| 63 | Image Compression | Image compression using K-Means | |
| 64 | Blood Cell Count | Blood Cell Count using YOLO_V5 | |
| 65 | Image Colorization | Colorizing images using U-Net and GAN | |
| 66 | Image Similarity | Detecting similar images with Keras | |
| 67 | Image Attribution for Galaxies | Visualizing deep learning with galaxiess | |
| 68 | AdaMatch | Semi-supervision and domain adaptation with AdaMatch | |
| 69 | League of Legends | League of Legends v4.20 Deep Reinforcement Learning Agent | |
| 70 | Collaborative Filtering | Personalized product recommendations | |
| 71 | Iris Flower Classification | Classify Iris Flowers using CV | |
| 72 | Watermark Removal | Split then Refine for Single Image Visible Watermark Removal | |
| 73 | Image Restoration | Using Deep Atrous Guided Filter for Under Display Camera Images | |
| 74 | BlackJack DQN | Use Deep-Q learning to train an agent on Blackjack | |
| 75 | Mario RL | Train a Mario playing Reinforcement Learning Agent | |
