- 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-image stable-diffusion |
| Wonder 3D: Single Image to 3D using Cross-Domain Diffusion | |
image-to-3D stable-diffusion |
| Latent Consistency Models: Synthesizing High-Resolution Images with Few-step Inference | |
text-to-image image-to-image video-to-video stable-diffusion |
| SadTalker: A realistic and stylized talking head video generation method from a single image and audio | |
image-to-video video-generation |
| WizardCoder-Python-34B on Colab's free tier - GGUF | |
text-generation GGUF GGML WizardCoder |
| SeamlessM4T: Multimodal model for speech translation | |
translation speech-to-speech speech-to-text text-to-speech |
| Alternatives to Stable Diffusion "WebUI" on Google Colab's Free Tier | |
text-to-image stable-diffusion |
| SDXL 1.0 with T2I Adapter, ControlNet, Inpainting and train LoRA | |
text-to-image stable-diffusion LoRA inpainting |
| llama-cpp-python with Llama 2 13B-chat | |
text-generation GGML Llama 2 |
| AutoGPTQ with WizardCoder 15B | |
text-generation GPTQ WizardCoder |
| SDXL 0.9 | |
text-to-image stable-diffusion |
| Massively Multilingual Speech (MMS) | |
speech-to-text text-to-speech spoken-language-identification |
| Segmentation Demos, Metaseg, SegGPT, Prismer | |
image-segmentation video-segmentation |
| ControlNet | |
text-to-image inpainting outpainting stable-diffusion |
| Track Anything Colab | |
video-segmentation video-inpainting stable-diffusion |
| Subtitles transcription and translation | |
speech-to-text translation |
| LoRA Stable Diffusion with diffusers | |
LoRA stable-diffusion text-to-image |
| DreamBooth Stable Diffusion | |
DreamBooth text-to-image stable-diffusion |
| Real ESRGAN and GFPGAN | |
image-restoration super-resolution |
| Latent Upscaler | |
image-restoration super-resolution |
| CodeFormer: Video Image Restoration | |
image-restoration video-restoration |
| VToonify | |
style-transfer |
| Inverse Cross Attention SD | |
text-to-image stable-diffusion inpainting |
| CrossAttention SD Koiboi | |
text-to-image stable-diffusion |
| MAXIM | |
image_denoising low_light_enhancement image_retouching dehazing_indoors dehazing_outdoors image_deraining image_deblurring |
| N2V for Image Denoising of Single-Channel Images | |
image_denoising |
| OCR with Pytesseract and OpenCV | |
OCR |
| Donut | |
OCR document-parsing |
| InstructPix2Pix with Diffusers | |
text-to-image stable-diffusion |
| Deforum | |
stable-diffusion text-to-video interpolation |
| In-painting, Image-to-Image, Depth-to-Image, SD Diffusers | |
text-to-image stable-diffusion |
| Stable Diffusion Custom Model | |
text-to-image stable-diffusion |
| TPU Stable Diffusion Fast Jax | |
text-to-image stable-diffusion |
| AltDiffusion M9 Multilingual CLIP | |
text-to-image stable-diffusion |
| Fine-tuned VAE Decoder Compare Stable Diffusion | |
text-to-image stable-diffusion |
| Petals: Guanaco-65B, LLaMA-65B, BLOOM and BLOOMZ in Colab | |
text-generation |
| Infinity Colab | |
inpainting outpainting text-to-image stable-diffusion |
| Music Video Killed The Radio Star, Defusion | |
text-to-video stable-diffusion |
| Interpreting Stable Diffusion Using Cross Attention, DAAM, Diffusers | |
text-to-image stable-diffusion |
| Deepfloyd IF Free Tier Google Colab | |
text-to-image stable-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-generation GPTQ |
| ChatPDF h2ogpt | |
text-generation |
| Diarization Whisper and Pyannote Transcripts with Speaker Names | |
speech-to-text diarization |
| 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-detection image-segmentation |
| Detectron2 Tutorial | |
object-detection segmentation |
| Detic_clip and Detectron2 | |
object-detection segmentation |
| 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.