notebooks

CV tutorials

A collection of tutorials and examples on using various 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.

GitHub

6k stars
81 watching
878 forks
Language: Jupyter Notebook
last commit: 11 days 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

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
deci-ai/super-gradients A unified library for building and fine-tuning state-of-the-art computer vision models 4,590
dmlc/gluon-cv A toolkit for building and deploying deep learning models in computer vision 5,833
matlab-deep-learning/pretrained-yolo-v4 Pretrained deep learning object detection model for image analysis in MATLAB 47
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. 3,332
matlab-deep-learning/pretrained-yolov8-network-for-object-detection Pretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB 29
google-research/vision_transformer Provides pre-trained models and code for training vision transformers and mixers using JAX/Flax 10,502
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. 4
thu-mig/yolov10 Real-time object detection using a neural network architecture 9,987
fchollet/deep-learning-with-python-notebooks Companion notebooks implementing code samples from the book on deep learning with Python 18,730
ultralytics/yolov5 A comprehensive framework for object detection and image analysis using deep learning models 51,015
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 21
roboflow/inference A platform for deploying and fine-tuning computer vision models in production-ready environments. 1,371
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 10,236
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. 2,781