notebooks
CV tutorials
This repository contains tutorials and examples on using state-of-the-art computer vision models and techniques
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
6k stars
80 watching
894 forks
Language: Jupyter Notebook
last commit: 11 months ago
Linked from 1 awesome list
amazon-sagemaker-labautomatic-labeling-systemcomputer-visiondeep-learningdeep-neural-networksgoogle-colabimage-classificationimage-segmentationmachine-learningobject-detectionopen-vocabulary-detectionopen-vocabulary-segmentationpytorchtutorialyolov5yolov6yolov7yolov8zero-shot-classificationzero-shot-detection
amrzv/awesome-colab-notebooksRelated projects:
| Repository | Description | Stars |
|---|---|---|
 deci-ai/super-gradients | A unified library for building and fine-tuning state-of-the-art computer vision models | 4,625 |
 dmlc/gluon-cv | A toolkit for building and deploying deep learning models in computer vision | 5,850 |
 matlab-deep-learning/pretrained-yolo-v4 | Pretrained deep learning object detection model for image analysis in MATLAB | 50 |
 google-research/scenic | A collection of libraries and projects focused on research around attention-based models for computer vision and beyond, providing optimized tools and baselines. | 3,363 |
| matlab-deep-learning/pretrained-yolov8-network-for-object-detection | Pretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB | 30 |
| google-research/vision_transformer | Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax | 10,620 |
| matlab-deep-learning/pretrained-yolov9-network-for-object-detection | Provides pre-trained YOLO object detection networks in MATLAB for real-time performance with good detection quality. | 6 |
 thu-mig/yolov10 | Real-time object detection using a neural network architecture | 10,116 |
 fchollet/deep-learning-with-python-notebooks | Companion notebooks implementing code samples from the book on deep learning with Python | 18,820 |
 ultralytics/yolov5 | A comprehensive framework for object detection and image analysis using deep learning models | 51,418 |
| matlab-deep-learning/lidar-object-detection-using-complex-yolov4 | Provides pre-trained deep learning models for object detection in point clouds using complex YOLOv4 architecture | 22 |
| roboflow/inference | A platform for deploying and fine-tuning computer vision models in production-ready environments. | 1,401 |
 philipperemy/yolo-9000 | Real-time object detection using deep learning and a large dataset of classes | 1,184 |
| ultralytics/yolov3 | A deep learning framework providing object detection capabilities through a neural network architecture | 10,260 |
 ndrplz/self-driving-car | This repository contains source code for various projects related to computer vision and machine learning used in the development of autonomous vehicles. | 2,790 |