MIT CSAIL Computer Vision

Repositories

• semantic-segmentation-pytorch

  Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

  pytorch semantic-segmentation scene-recognition ade20k
  Python BSD-3-Clause 784 3,445 43 (1 issue needs help) 4 Updated Aug 27, 2020

• gandissect

  Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

  deep-learning pytorch generative-adversarial-network gan image-manipulation interactive-visualizations interpretable-ml
  Python MIT 255 1,588 8 0 Updated Aug 4, 2020

• places365

  The Places365-CNNs for Scene Classification

  cnn baseline-cnns
  Python MIT 426 1,293 24 0 Updated Jul 17, 2020

• GazeCapture

  Eye Tracking for Everyone
  Python 152 471 1 0 Updated Jul 9, 2020

• unifiedparsing

  Codebase and pretrained models for ECCV'18 Unified Perceptual Parsing
  Python 50 261 10 3 Updated May 6, 2020

• LabelMeAnnotationTool

  Source code for the LabelMe annotation tool.

  computer-vision annotation
  JavaScript MIT 330 930 55 4 Updated May 2, 2020

• placeschallenge

  The Toolkit for Places Challenge 2017
  C++ BSD-3-Clause 35 102 5 0 Updated Jul 31, 2019

• NetDissect-Lite

  Light version of Network Dissection for Quantifying Interpretability of Networks
  Python 32 161 13 0 Updated May 6, 2019

• sceneparsing

  Development kit for MIT Scene Parsing Benchmark
  Lua BSD-3-Clause 147 359 7 0 Updated Apr 19, 2019

• IBD

  IBD: Interpretable Basis Decomposition for Visual Explanation
  Python 10 35 3 0 Updated Nov 28, 2018

• NetDissect

  Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.
  Python MIT 98 397 12 2 Updated Aug 26, 2018

• miniplaces

  MiniPlaces Challenge: an Educational Tool for Deep Learning in Computer Vision
  Python 24 42 0 0 Updated Oct 5, 2017

• ihog

  Forked from cvondrick/ihog

  A tool to visualize feature spaces commonly used in object detection.
  C++ 130 16 0 0 Updated Oct 23, 2014

• LabelMeToolbox

  MATLAB Toolbox for the LabelMe Image Database
  MATLAB 71 93 5 1 Updated Oct 3, 2014

• DetectMeServer
  JavaScript 4 2 0 0 Updated Jan 31, 2014

• DetectMeMatlabToolbox
  Java 4 5 0 0 Updated Jan 29, 2014

• DetectMeApp
  Objective-C 10 9 7 0 Updated Jan 29, 2014

• LabelMeMechanicalTurk

  Toolbox for interfacing LabelMe with Mechanical Turk
  MATLAB 15 27 2 0 Updated Mar 19, 2013