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dl-colab-notebooks
Try out deep learning models online on Google Colab
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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
LibriTTS trained multi speaker TTS demo using
NVIDIA/flowtron
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
An English female voice (
LJSpeech
) demo using
fatchord/WaveRNN
(Tacotron + WaveRNN)
An English female voice (
LJSpeech
) demo using
mozilla/TTS
(Tacotron + WaveRNN)
NVIDIA/mellotron
notebook
Voice clone demo using
CorentinJ/Real-Time-Voice-Cloning
Official
ESPnet
English/Chinese/Japanese TTS notebook
Official
ForwardTacotron
LJSpeech TTS notebook
Speech Recognition
mozilla/DeepSpeech
with LM on Youtube videos
Wav2Letter+ from
NVIDIA/OpenSeq2Seq
without LM on Youtube videos
Jasper from
NVIDIA/OpenSeq2Seq
without LM on Youtube videos
QuartzNet from
NVIDIA/Nemo
without LM on Youtube videos
QuartzNet from
NVIDIA/Nemo
without LM with microphone
CitriNet from
NVIDIA/Nemo
without LM with microphone
Official
ESPnet
Spanish->English speech translation notebook
English/German/Spain Silero speech recognition with
snakers4/silero-models
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
Official Mask RCNN demo from
Detectron2
Mask RCNN demo from
torchvision
CenterNet (Objects as Points) demo using
xingyizhou/CenterNet
CenterNet (Objects as Points) 3D car detection demo using
xingyizhou/CenterNet
works only on a Kitti image because of camera parameters
Official DE⫶TR demo notebook
facebookresearch/detr
Official Google
EfficientDet
notebook
Segmentation
For Mask RCNN, see
Object Detection
Semantic segmentation trained on
ADE20K
using
CSAILVision/semantic-segmentation-pytorch
DeepLabV3
from
torchvision
Fast tracking and segmentation with
SiamMask
on Youtube videos
Real-time semantic segmentation with
LightNet++
on Youtube videos
Real-time instance segmentation with
YOLACT
on Youtube videos
Instance segmentation with
CenterMask
Multi Object Tracking
Pedestrian tracking using
ZQPei/deep_sort_pytorch
(DeepSORT + YOLOv3)
Pose Detection
OpenPose
on Youtube videos
AlphaPose
on Youtube videos
v0.2.0:
v0.3.0:
DensePose
demo notebook
HRNet using
lxy5513/hrnet
on Youtube videos
Keypoint R-CNN from
torchvision
Scene Text Detection
PixelLink
demo notebook
Scene text detection using
argman/EAST
Scene text detection using
CRAFT-pytorch
GAN
BigGAN
Large Scale GAN Training for High Fidelity Natural Image Synthesis
DeOldify
: A Deep Learning based project for colorizing and restoring old images
deoldify an image
deoldify a video
Generates a talking face video from an image and an audio using
Rudrabha/LipGAN
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
Misc
Slow motion using
avinashpaliwal/Super-SloMo
on Youtube videos
Finetune GPT2
ak9250/gpt-2-colab
Music Source Separation
sigsep/open-unmix-pytorch
Image Super Resolution
idealo/image-super-resolution
First Order Motion Model for Image Animation
AliaksandrSiarohin/first-order-model
Official notebook of 3D Photography using Context-aware Layered Depth Inpainting
vt-vl-lab/3d-photo-inpainting
Image-GPT
notebook
Background Matting: The World is Your Green Screen
senguptaumd/Background-Matting