Justin Johnson

Top projects

VirTex: Learning Visual Representations from Textual Annotations
We train CNN+Transformer from scratch from COCO, transfer the CNN to 6 downstream vision tasks, and exceed ImageNet features despite using 10x fewer ...
convolutional-neural-networks transformers coco visual-representations
Deep Learning for Computer Vision
Special topics class on deep learning for computer vision from the University of Michigan taught by Justin Johnson.
computer-vision deep-learning course video
Python Numpy Tutorial (with Jupyter and Colab)
A quick crash course on both the Python programming language and its use for scientific computing.
numpy python tutorial article

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