![Document Image Classification with Document Image Transformer (DiT)](https://news.machinelearning.sg/posts/document_image_classification_dit/splash/Document_Image_Classification_DiT_1.png)
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](https://news.machinelearning.sg/posts/video_subtitling_with_openai_whisper/splash/Video_Subtitling_with_OpenAI_Whisper_9.png)
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](https://news.machinelearning.sg/posts/face_super_resolution_real_esrgan/splash/Face_Super_Resolution_Real_ESRGAN_1.png)
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](https://news.machinelearning.sg/posts/video_subtitling_with_wav2vec2/wav2vec2.jpg)
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](https://news.machinelearning.sg/posts/art_generation_with_v_diffusion/v_diffusion.jpg)
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....
![AnimeGANv2](https://news.machinelearning.sg/posts/face_to_anime_with_animeganv2/anime_gan_v2.jpg)
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](https://news.machinelearning.sg/posts/anicharagan_anime_character_generation_with_stylegan2/ani_chara_gan.jpg)
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.](https://news.machinelearning.sg/posts/mandarin_text_to_speech_with_coqui_tts/tts_coqui.jpg)
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....
![Optical Character Recognition from Images with TrOCR](https://news.machinelearning.sg/posts/ocr_from_images_with_transformers/ocr_from_images.jpg)
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](https://news.machinelearning.sg/posts/singlish_text_to_speech_with_malaya_speech/singlish_text_to_speech.jpg)
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....