Document Image Classification with Document Image Transformer (DiT)
tl;dr A step-by-step tutorial to automatically classify documents based on images of their contents. For example, automatically identify scientific papers or handwritten notes. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....
Video Subtitling with OpenAI Whisper
tl;dr A step-by-step tutorial to automatically generate subtitles from a video using audio segmentation and OpenAI Whisper. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
Face Super Resolution with Real ESRGAN
tl;dr A step-by-step tutorial to upscale images with faces in the foreground by Real ESRGAN. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
Video Subtitling with Wav2Vec2
tl;dr A step-by-step tutorial to automatically generate subtitles from a video using audio segmentation and Wav2Vec2. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
Art Generation with v Diffusion
tl;dr A step-by-step tutorial to generate art pieces from a text prompt. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here. Art Generation with v Diffusion Notebook to generate artwork from an input prompt using a pre-trained model....
Face to Anime with AnimeGANv2
tl;dr A step-by-step tutorial to use AnimeGANv2 models to automatically convert faces in photos to anime style faces. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
AniCharaGAN: Anime Character Generation with StyleGAN2
tl;dr A step-by-step tutorial to automatically generate anime characters (full-body) using a StyleGAN2 model. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
Mandarin Text to Speech with Coqui TTS
tl;dr A step-by-step tutorial to generate spoken mandarin audio from text (่ฏญ้ณๅๆ) using the Coqui TTS library. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
OCR (Optical Character Recognition) from Images with Transformers
tl;dr A step-by-step tutorial to automatically recognise text (OCR) from images of handwritten and printed text using transformer encoder-decoder models. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough. Continue on if you prefer reading the code here....
Singlish Text to Speech with Malaya Speech
tl;dr A step-by-step tutorial to generate spoken singlish audio from text automatically using a pipeline of a Malaya Speech model and applying speech enhancement. Practical Machine Learning - Learn Step-by-Step to Train a Model A great way to learn is by going step-by-step through the process of training and evaluating the model. Hit the Open in Colab button below to launch a Jupyter Notebook in the cloud with a step-by-step walkthrough....