Try out deep learning models online on Colab with a single click.

TTS

• An English female voice (LJSpeech) demo using NVIDIA/tacotron2 and NVIDIA/waveglow
• An English female voice (LJSpeech) demo using Rayhane-mamah/Tacotron-2 and r9y9/wavenet_vocoder
• A Mongolian male voice demo using Rayhane-mamah/Tacotron-2 with the Griffin-Lim algorithm
• An English female voice (LJSpeech) demo using tugstugi/pytorch-dc-tts with the Griffin-Lim algorithm

Object Detection

• Tensorflow object detection: FasterRCNN+InceptionResNet and ssd+mobilenet
• Cascade RCNN demo using open-mmlab/mmdetection
• YOLO demo using ayooshkathuria/pytorch-yolo-v3
• Object detection on Youtube videos using amdegroot/ssd.pytorch (SSD300)
• Mask RCNN demo using matterport/Mask_RCNN
• Mask RCNN demo using Detectron

Segmentation

• For Mask RCNN, see Object Detection
• Semantic segmentation trained on ADE20K using CSAILVision/semantic-segmentation-pytorch

Multi Object Tracking

• Pedestrian tracking using ZQPei/deep_sort_pytorch (DeepSORT + YOLOv3)

Pose Detection

• OpenPose on Youtube videos
• AlphaPose on Youtube videos
• DensePose demo notebook

Scene Text Detection

• PixelLink demo notebook
• Scene text detection using argman/EAST

GAN

• BigGAN Large Scale GAN Training for High Fidelity Natural Image Synthesis