Try out deep learning models online on Google Colab

Overview

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

TTS

Speech Recognition

Object Detection

Segmentation

Multi Object Tracking

Pose Detection

Scene Text Detection

GAN

Misc

Issues
  • Open pose running on another set of videos

    Open pose running on another set of videos

    Hi Great work on the openpose google colab notebook. Just for my understanding, if i want to run openpose i guess i have to remove the output folder and recompile the binary file ?

    opened by timtensor 9
  • Add Real-Time-Voice-Cloning?

    Add Real-Time-Voice-Cloning?

    Thanks for this fantastic resource. I think this collab on real time voice cloning could also be a nice addition to the list: https://colab.research.google.com/drive/1ts-KRxOuuAHmb-AtjU1XTM_lIFOepAN2

    opened by htadashi 6
  • dl-colab-notebooks for hrnet 2d pose detector  ? extension

    dl-colab-notebooks for hrnet 2d pose detector ? extension

    Hi following , your example for open-pose we are trying to implement, a simiar dl-colab for 2d pose detector hrnet . We are having some issues , for implementing it , by splitting the input video into frames and applying the model. But for some reason I dont seem to get it working. The github repository we are following are

    https://github.com/lxy5513/hrnet

    From initial inspection it looks like the model is called here https://github.com/lxy5513/hrnet/blob/f89986411e47749a9ea7eb13b6f3d0f703d03231/pose_estimation/video.py#L140

    But we are unable to move forward on this. https://colab.research.google.com/drive/0B0nSo-sEMGvvamtlbl9ucW1ycVF5OWg0QVc3d0E3dmVIQ3FJ

    Tips would be appreciated!

    opened by basicvisual 4
  • Deepsort Notebook not working

    Deepsort Notebook not working

    When running the Deepsort Notebook I get:

    ModuleNotFoundError: No module named 'YOLO3'

    not sure how the system path stuff that enables from YOLO3 import YOLO3 works, but that's probably where the error comes from.

    opened by FritzTheBat 4
  • Versions of Tensorflow for Flowtron+Waveglow

    Versions of Tensorflow for Flowtron+Waveglow

    Hi, I wanted to understand why tensorflow 1.x was loaded instead of the current version. In Nvidia's requirements they list tensorboardx . I'm new to these things and so want to understand what's really going on here. Thank you!

    opened by Julia-Lovelace 3
  • 3 Errors in Cell 1

    3 Errors in Cell 1

    ERROR: tensorflow 1.15.2 has requirement gast==0.2.2, but you'll have gast 0.3.3 which is incompatible. ERROR: datascience 0.10.6 has requirement folium==0.2.1, but you'll have folium 0.8.3 which is incompatible. ERROR: albumentations 0.1.12 has requirement imgaug<0.2.7,>=0.2.5, but you'll have imgaug 0.2.9 which is incompatible.

    opened by Hazyyyyy 2
  • Error on LipGAN notebook

    Error on LipGAN notebook

    Running the 5th line from LipGAN notebook returns the following error:

    #@title  
    !rm -rf *.avi  
    !cd {project_name} && python batch_inference.py --checkpoint_path logs/lipgan_residual_mel.h5 --face ../{image_name} --fps 30 --audio ../{audio_name} --results_dir ..
    

    2020-04-24 14:55:27.562365: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.1 Traceback (most recent call last): File "batch_inference.py", line 3, in import scipy, cv2, os, sys, argparse, audio File "/content/LipGAN/audio.py", line 7, in from audio_hparams import hparams as hp File "/content/LipGAN/audio_hparams.py", line 1, in from tensorflow.contrib.training import HParams ModuleNotFoundError: No module named 'tensorflow.contrib'

    opened by htadashi 2
  • Add two more notebooks to the list?

    Add two more notebooks to the list?

    Hello! I would like to suggest the addition of these two notebooks from works submitted to CPVR2020:

    • Learning to See Through Obstructions: remove reflections, fences and water drops from photos https://colab.research.google.com/drive/1iOKknc0dePekUH2TEh28EhcRPCS1mgwz

    • 3D Photography using Context-aware Layered Depth Inpainting: create 3D photography from photos https://colab.research.google.com/drive/1706ToQrkIZshRSJSHvZ1RuCiM__YX3Bz

    Thanks for the list and have a happy Easter! :)

    opened by htadashi 2
  • Issue with RealTimeVoiceCloning

    Issue with RealTimeVoiceCloning

    I'm trying to run the colab notebook exactly as specified but keep running into this error after running the first command. I've tried uninstalling + reinstalling Tensorflow, but no luck!

    Error:

    ImportError Traceback (most recent call last) in () 26 from dl_colab_notebooks.audio import record_audio, upload_audio 27 ---> 28 from synthesizer.inference import Synthesizer 29 from encoder import inference as encoder 30 from vocoder import inference as vocoder

    17 frames /usr/local/lib/python3.6/dist-packages/tensorflow/python/keras/saving/init.py in () 31 from tensorflow.python.keras.saving.save import load_model 32 from tensorflow.python.keras.saving.save import save_model ---> 33 from tensorflow.python.keras.saving.saved_model import export_saved_model 34 from tensorflow.python.keras.saving.saved_model import load_from_saved_model 35 from tensorflow.python.keras.saving.saving_utils import trace_model_call

    ImportError: cannot import name 'export_saved_model'

    opened by anirudhcmohan 2
  • OpenPose giving errors.

    OpenPose giving errors.

    The installation is completed. But When I try to execute the model on the youtube videos, it shows "NO such file or directory found"

    opened by murugeshmanthiramoorthi 2
  • Symbolic Music DL Colab

    Symbolic Music DL Colab

    Hey @tugstugi

    Great job on the repo/collection! :)

    The reason for my PR is that I wanted to submit my colab to your repo. I think it will make a nice addition to your list.

    Feel free to merge if you like.

    Otherwise, thanks again for the great DL colabs.

    Alex

    opened by alev61 0
  • Text to speech

    Text to speech

    Why doesnt text to speech doesnt work when in a loop? How to make it work

    opened by mayurbhat22 0
  • OpenPose on Youtube videos

    OpenPose on Youtube videos

    Hi! I was trying to use your colab notebook for Pose Detection with OpenPose. Great job, it really helped me :) But unfortunately, every time when I have to use it, I have to install and build OpenPose so I start wondering if there is a way to save the installation. I tried to build it on a folder in my drive but this error occurs:

    [ 97%] Linking CXX executable cpp_classification/classification ln: failed to create symbolic link '/content/gdrive/My Drive/Colab Notebooks/OpenPose/openpose/build/caffe/src/openpose_lib-build/examples/cpp_classification/classification.bin': Operation not supported examples/CMakeFiles/classification.dir/build.make:119: recipe for target 'examples/cpp_classification/classification' failed make[5]: *** [examples/cpp_classification/classification] Error 1 make[5]: *** Deleting file 'examples/cpp_classification/classification' CMakeFiles/Makefile2:720: recipe for target 'examples/CMakeFiles/classification.dir/all' failed make[4]: *** [examples/CMakeFiles/classification.dir/all] Error 2

    opened by IoanaCiripan 0
  • Request for other Languages

    Request for other Languages

    Hi guys,

    first of all, thanks! This is an awesome package. I played a bit with it and found that the pretrained models only for well for English. So I wanted to know if you could provide also German pertained models? I found this https://github.com/thorstenMueller/deep-learning-german-tts dataset , but I am not able to train the model myself, as I could not find out how. Would be glad to see a German version of it!

    Best regards Chris

    opened by ChrisChross 0
  • Collab notebook for scene recognition

    Collab notebook for scene recognition

    Hi Is there any collab notebook for scene recognition from images or video ?

    /B

    opened by basicvisual 0
  • DensePose

    DensePose

    HI. Thanks for your contributions very much. I try to run the DensePose on the video, but I am failed. Could you provide a demo to test video with DensePose, it will be appreciated if you can help me . Thank you

    opened by ipengx1029 0
  • openpose

    openpose

    when tried, to cut the first 5 seconds and do the pose detection on that 5 seconds error: openpose.avi: No such file or directory. When try to

    opened by jsrini78 0
  • 3D for OpenPose?

    3D for OpenPose?

    I believe that OpenPose is also able to convert the 2D keypoints to 3D key points. For example, here is one of the outputs I got from the google collab file, there are spots on the bottom for 3D estimation outputs:

    {"version":1.3,"people":[{"person_id":[-1],"pose_keypoints_2d":[227.422,57.1933,0.807357,223.511,94.3978,0.836523,199.092,96.3215,0.78966,183.361,121.801,0.765163,221.543,123.734,0.409549,247.021,92.4693,0.772991,277.3,118.86,0.825382,238.157,121.775,0.597572,223.546,166.785,0.40645,206.9,165.793,0.385908,167.732,200.047,0.306381,217.641,221.564,0.220226,240.152,167.76,0.36812,226.453,234.278,0.324446,221.521,295.894,0.258676,220.59,51.3234,0.880818,231.294,50.3888,0.933751,207.915,57.1995,0.841758,236.202,52.3695,0.181712,0,0,0,0,0,0,216.672,301.758,0.208005,0,0,0,0,0,0,218.622,219.598,0.104589],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]}]}

    Thank you so much!

    opened by emilyjiayaoli 3
  • add Audio-driven-TalkingFace-HeadPose

    add Audio-driven-TalkingFace-HeadPose

    this requires more setup than lipgan but here is the colab https://colab.research.google.com/drive/1gqcqTSAGAyj48n0fmApvSPG_43BzKP37 and repo https://github.com/yiranran/Audio-driven-TalkingFace-HeadPose

    opened by ak9250 0
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Erdene-Ochir Tuguldur
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