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18.721

Notes for 18.721

bulk-bing-image-downloader

Download full sized images returned from bing image search

cad-rgb-object-model

CAD-RGB Object Model

caffe

Caffe: a fast open framework for deep learning.

caffe-model

Caffe models (imagenet pretrain) and prototxt generator scripts for inception_v3 \ inception_v4 \ inception_resnet \ fractalnet \ resnext

cdan

Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)

cs221

CS221 Homworks and Lectures

cs221-1

NoName

cs221-2

Artificial Intelligence project

cycle-gan-tf

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

google-image-downloader

Script to download/scrape images from google

ground2sky

matconvnet

MatConvNet: CNNs for MATLAB

mcd_da

mhplatex

LaTeX-based framework for preparing scientific-technical documents

models

Models built with TensorFlow

project

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pythonrush

Python: from Newbie to Master

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

quickdraw-dataset

Documentation on how to access and use the Quick, Draw! Dataset.

r-c3d

code for R-C3D

rcnn

R-CNN: Regions with Convolutional Neural Network Features

resnext-1

Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network) with Caffe

scikit-image

Image Processing SciKit (Toolbox for SciPy)

self-ensemble-visual-domain-adapt-photo

Code repository for the VisDA-17 experiments in our paper 'Self-ensembling for Domain Adaptation'

style2paints

sketch + style = paints :art:

ta3n

(ICCV 2019 Oral) Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)