xcpeng

18.721

Notes for 18.721

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

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.

Ground2Sky

matconvnet

MatConvNet: CNNs for MATLAB

MCD_DA

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)

tf-dann

Domain-Adversarial Neural Network in Tensorflow

Toolkit

transfer-caffe

caffe for transfer learning

vision-evaluation

WINN

Wasserstein Introspective Neural Networks (CVPR 2018 Oral)

Xlearn

Transfer Learning Library