Vision Datasets
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1.Recognition/Classification
General
Medical
Agriculture
Video classification
Fine Grained
2.Localization
General
3.Detection
General
Multi View Detection
Saliency Detection
Pedestrain
4.Segmentation
Segmentation(Image and Videos)
Samentic Labeling
5.Identification
General
Material
Scene
Shape Recognition
6.Action Classification
Action
7.Pose Estimation
Pose Estimation
08.Visual Relationship Detection
Visual Relationship Detection
9.Ocr
Ocr
10.2D code reading
2D Code Reading
11.Tracking
Tracking
12.Optical Flow
Optcal Flow
13.Egomotion
Egomotion
14.Reconstruction or Inpainting
3D models from large photographs
Reconstruction, Animation, and View Synthesis
3D Face Reconstruction, Animation, and View Synthesis
3D Face Reconstruction, Animation, and View Synthesis
15.Stereo Vision
Stereo Vision
16.Intrinsic Image Decomposition
Intrinsic
17.Visual Survillance
Visual Survillance
18.Image Captioning
Image Captioning
19.Foreground Background
Foreground Background
20.Image Stitching
Image Stitching
21.Contain Based Image Retrival
General
22.Enhancement,Restoration,merging
Deblurring
inserting 2D pictures or 3D models into your videos by automatically tracking nearby reference points
Super Resolution
Image Style Transfer
Image colorization
Exposure bracketing Merging different exposures
Image-based modeling
23.Kinematic Motion Detection
General
Performance Prediction
24.Multi level classification
General
25.Audio-Visual Learning
General
26.Text-to-Image and Image-to-Text
Image to Text
Text to Image
27.Handwritten Mathematical Expression
Handwritten mathematical expression
28.Depth Estimation
Depth Estimation
29.Image Generation
Image Generation
30.Anti-Spoofing and Face Maipulation
Face Manipulation
Face Anti Spoofing
31.Document Analysis
Forms
Invoices
32.Visual Question Answering
Visual Question Answering
33.Neural Radiance Fields and Rendering
Neural Radiance Fields
Image Based Rendering
34.Energy,Calorie Estimation
Calorie
Energy
35.Navigation
Photo-based walkthroughs
36.Image2image
Image2image
Change Log and References
25.Audio-Visual Learning
General
References
https://gewu-lab.github.io/awesome-audiovisual-learning/
Vision Datasets