- Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related topics.
Welcome to my Cool Repo! 🤓
This repository contains a lot of notebooks that can be run in Google Colab to understand how to use models immersed in the areas of deep learning, machine learning, and others related to them.
It focuses on applying machine learning, analysis, and data science to identify and automatically solve operational issues in diverse areas.
The vast majority of notebooks are designed to run on the Colab free tier.
| Notebook Name | Colab Link | Tasks |
|---|---|---|
| Stable Diffusion 3 (Test) |  | text-to-imagestable-diffusion |
| Wonder 3D: Single Image to 3D using Cross-Domain Diffusion | | image-to-3Dstable-diffusion |
| Latent Consistency Models: Synthesizing High-Resolution Images with Few-step Inference | | text-to-imageimage-to-imagevideo-to-videostable-diffusion |
| SadTalker: A realistic and stylized talking head video generation method from a single image and audio | | image-to-videovideo-generation |
| WizardCoder-Python-34B on Colab's free tier - GGUF | | text-generationGGUFGGMLWizardCoder |
| SeamlessM4T: Multimodal model for speech translation | | translationspeech-to-speechspeech-to-texttext-to-speech |
| Alternatives to Stable Diffusion "WebUI" on Google Colab's Free Tier | | text-to-imagestable-diffusion |
| SDXL 1.0 with T2I Adapter, ControlNet, Inpainting and train LoRA | | text-to-imagestable-diffusionLoRAinpainting |
| llama-cpp-python with Llama 2 13B-chat | | text-generationGGMLLlama 2 |
| AutoGPTQ with WizardCoder 15B | | text-generationGPTQWizardCoder |
| SDXL 0.9 | | text-to-imagestable-diffusion |
| Massively Multilingual Speech (MMS) | | speech-to-texttext-to-speechspoken-language-identification |
| Segmentation Demos, Metaseg, SegGPT, Prismer | | image-segmentationvideo-segmentation |
| ControlNet | | text-to-imageinpaintingoutpaintingstable-diffusion |
| Track Anything Colab | | video-segmentationvideo-inpaintingstable-diffusion |
| Subtitles transcription and translation | | speech-to-texttranslation |
| LoRA Stable Diffusion with diffusers | | LoRAstable-diffusiontext-to-image |
| DreamBooth Stable Diffusion | | DreamBoothtext-to-imagestable-diffusion |
| Real ESRGAN and GFPGAN | | image-restorationsuper-resolution |
| Latent Upscaler | | image-restorationsuper-resolution |
| CodeFormer: Video Image Restoration | | image-restorationvideo-restoration |
| VToonify | | style-transfer |
| Inverse Cross Attention SD | | text-to-imagestable-diffusioninpainting |
| CrossAttention SD Koiboi | | text-to-imagestable-diffusion |
| MAXIM | | image_denoisinglow_light_enhancementimage_retouchingdehazing_indoorsdehazing_outdoorsimage_derainingimage_deblurring |
| N2V for Image Denoising of Single-Channel Images | | image_denoising |
| OCR with Pytesseract and OpenCV | | OCR |
| Donut | | OCRdocument-parsing |
| InstructPix2Pix with Diffusers | | text-to-imagestable-diffusion |
| Deforum | | stable-diffusiontext-to-videointerpolation |
| In-painting, Image-to-Image, Depth-to-Image, SD Diffusers | | text-to-imagestable-diffusion |
| Stable Diffusion Custom Model | | text-to-imagestable-diffusion |
| TPU Stable Diffusion Fast Jax | | text-to-imagestable-diffusion |
| AltDiffusion M9 Multilingual CLIP | | text-to-imagestable-diffusion |
| Fine-tuned VAE Decoder Compare Stable Diffusion | | text-to-imagestable-diffusion |
| Petals: Guanaco-65B, LLaMA-65B, BLOOM and BLOOMZ in Colab | | text-generation |
| Infinity Colab | | inpaintingoutpaintingtext-to-imagestable-diffusion |
| Music Video Killed The Radio Star, Defusion | | text-to-videostable-diffusion |
| Interpreting Stable Diffusion Using Cross Attention, DAAM, Diffusers | | text-to-imagestable-diffusion |
| Deepfloyd IF Free Tier Google Colab | | text-to-imagestable-diffusion |
| Segment Anything | | image-segmentation |
| Microsoft Bringing Old Photo Back to Life | | image-restoration |
| UniColoror: A Unified Framework for Multi-Modal Colorization with Transformer | | image-restoration |
| DISCO: Disentangled Image Colorization via Global Anchors | | image-restoration |
| DeOldify Colab | | image-restoration |
| DeOldify VideoColorizer Colab | | video-restoration |
| Deep Exemplar-based Video Colorization | | video-restoration |
| BLOOM BigScience with bitsandbytes int8 | | text-generation |
| OPT Open Pre-trained Transformers | | text-generation |
| LLaMA 4-bit Quantization | | text-generationGPTQ |
| ChatPDF h2ogpt | | text-generation |
| Diarization Whisper and Pyannote Transcripts with Speaker Names | | speech-to-textdiarization |
| NER Biomedical with Stanza and Summarization | | text-generation |
| Wav2Vec2 Transcription | | speech-to-text |
| Fix Grammar, Punctuation Correction, Language Detection | | text-generation |
| FILM: Video Generation | | interpolation |
| PyTTI Tools and FiLM | | interpolation |
| SAHI and Detectron2 | | object-detection |
| SAHI Inference for YOLOv5 | | object-detection |
| DE-DETR, Panoptic, and Others | | object-detectionimage-segmentation |
| Detectron2 Tutorial | | object-detectionsegmentation |
| Detic_clip and Detectron2 | | object-detectionsegmentation |
| U-2-Net Demonstration Colab 2 | | background-removal |
| U-2-Net Step by Step Demonstration | | background-removal |
| DIS Ichotomous Image Segmentation | | background-removal |
Although the code can be Apache 2 or MIT, the models or weights may have commercial restrictions. This repository is intended for educational purposes, and you are encouraged to use the code and notebooks to learn and explore about this topics.
If you have any questions about the licensing, usage, or anything else related to this repository, feel free to open a discussion or raise an issue.