/Deep-Learning

Deep Learning and Vision (Faster RCNN, 3D Object Detection, Generative Models...)

Primary LanguagePython

Deep Learning and Vision

Deep network structure based projects, including source code, analyses and report. Most of them contain PyTorch and Tensorflow two versions.

Keep learning and uploading .....

  • Have included the deep network for playing with cifar10/100 data to achieve object classification.
  • Uploaded simple FasterRCNN network. (Detect cifar10 with the cifar100 as background).
  • Completed GAN series, including DCGAN, WGAN and WGAN-GP for dataset CUFS and celebA.
  • Uploaded 3D object detection network for 3D MNIST dataset.
  • Uploaded AE, VAE network for dataset CUFS and celebA.
  • Completed Image to Image network for dataset CUFS and Facades.
  • Completed Unpaired image to image using CycleGAN.