Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-cv
Curated educational list for computer vision
https://github.com/mawady/awesome-cv
- goodreads
- goodreads
- goodreads
- goodreads
- goodreads
- goodreads
- goodreads
- goodreads
- Version Control with Git
- Git Essential Training
- Learning GitHub
- Introduction to Python Programming
- Learning Python
- Intro to Data Science
- Intro to Data Analysis
- Python Data Analysis
- Segmentation and Clustering
- Python for Data Science Essential Training Part 1
- Python for Data Science Essential Training Part 2
- Introduction to Machine Learning Course
- Machine Learning with Scikit-Learn
- Intro to Deep Learning with PyTorch
- Introduction to Computer Vision
- OpenCV for Python Developers
- Introduction to Computer Vision
- Advances in Computer Vision
- Deep Learning for Computer Vision
- Computer Vision
- Computer Vision
- Advanced Computer Vision
- Deep Learning for Computer Vision
- Advanced Deep Learning for Computer Vision - Taixé / Matthias Niessner | Technical University of Munich |
- Introduction to Digital Image Processing
- Quantitative Imaging
- Convolutional Neural Networks for Visual Recognition - Fei Li | Stanford University |
- Introduction to Digital Image Processing
- Machine Learning for Robotics and Computer Vision
- Multiple View Geometry
- Variational Methods for Computer Vision
- Computer Vision
- Image and video processing - | Guillermo Sapiro | Duke University|
- OpenCV
- Pillow
- scikit-image
- SciPy - source software for mathematics, science, and engineering|
- mmcv
- imutils
- pgmagick
- Mahotas
- SimpleCV
- PMT
- matlabfns
- VLFeat
- MLV - level Vision Toolbox (MLVToolbox), BWLab, University of Toronto|
- ElencoCode
- computervision-recipes
- FastAI
- pytorch-lightning - performance AI research |
- ignite - level library to help with training and evaluating neural networks in PyTorch flexibly and transparently |
- pytorch_geometric
- kornia
- ncnn - performance neural network inference framework optimized for the mobile platform |
- MediaPipe - Andriod - C++ - Python - Coral, Face Detection - Face Mesh - Iris - Hands - Pose - Holistic - Hair Segmentation - Object Detection - Box Tracking - Instant Motion Tracking - Objectron - KNIFT (Similar to SIFT) |
- PyTorch image models
- mmclassification
- vit-pytorch
- face_classification - time face detection and emotion/gender classification |
- mmdetection
- detectron2 - generation platform for object detection, segmentation and other visual recognition tasks |
- detr - to-End Object Detection with Transformers |
- libfacedetection
- FaceDetection-DSFD
- object-Detection-Metrics
- SAHI
- yolov5
- AlexeyAB/darknet - YOLOv4 / YOLOv3 / YOLOv2 |
- U-2-Net - Net: Going Deeper with Nested U-Structure for Salient Object Detection |
- segmentation_models.pytorch
- mmsegmentation
- mmocr
- pytesseract
- EasyOCR - to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc |
- PaddleOCR
- mmtracking
- mmaction - source toolbox for action understanding based on PyTorch |
- albumentations - to-use wrapper around other libraries |
- ORB_SLAM2 - Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities |
- pyod
- imagededup
- image-match
- Bringing-Old-Photos-Back-to-Life
- image-quality-assessment
- aesthetics
- pytorch-cnn-visualizations
- DALLE2-pytorch - E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch |
- imagen-pytorch - to-Image Neural Network, in Pytorch |
- openpose - time multi-person keypoint detection library for body, face, hands, and foot estimation |
- RobustVideoMatting
- fastudp
- Random-Erasing
- CutMix-PyTorch
- keras-cv
- PsychoPy
- PyTorch - CV Datasets
- Tensorflow - CV Datasets
- CVonline: Image Databases
- Yet Another Computer Vision Index To Datasets (YACVID)
- Kaggle
- PaperWithCode
- RoboFlow
- VisualData
- CUHK Computer Vision
- VGG - University of Oxford
- MLflow
- Apache Airflow
- Ploomber
- VoTT
- labelme - level flag annotation)
- labelImg
- VIA - based standalone manual annotation software for image, audio and video
- FiftyOne - source tool for building high-quality datasets and computer vision models
- anomaly-detection-resources
- awesome-satellite-imagery-datasets
- awesome-Face_Recognition
- the-incredible-pytorch
- [Link1 - to-design-an-award-winning-conference-poster)] [[Link3](https://www.jamiebgall.co.uk/post/powerful-posters)]
- [Link1 - ii/projects/dissertation)]
- The "Python Machine Learning (3rd edition)" book code repository
- Multithreading with OpenCV-Python to improve video processing performance
- Computer Vision Zone - Videos and implementations for computer vision projects
- MadeWithML
- d2l-en - framework code, math, and discussions. Adopted at 200 universities
- Writing Pet Peeves
- Hitchhiker's Guide to Python
- python-fire
- shotcut - platform video editor.
- PyTorch Computer Vision Cookbook
- Machine Learning Mastery - Blogs
- PyImageSearch - Blogs
- jetson-inference - learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
- 2007-Present
- 2013-2022
- 2013-2020,2023
- @AurelienGeron - On Machine Learning with Scikit-Learn and TensorFlow.
- @howardjeremyp - founder of fast.ai.
- @PieterAbbeel
- @pascalpoupart3507
- @MatthiasNiessner
- @MichaelBronsteinGDL
- @DeepFindr
- @deeplizard
- @YannicKilcher
- @sentdex
- @bmvabritishmachinevisionas8529
- @ComputerVisionFoundation - sponsored conferences on computer vision (e.g. CVPR and ICCV).
- @cvprtum
- @UCFCRCV
- @dynamicvisionandlearninggr1022
- @TubingenML
- @computervisiontalks4659
- @freecodecamp
- @LondonMachineLearningMeetup
- @LesHouches-iu6nv - 29, 2022.
- @MachineLearningStreetTalk
- @WeightsBiases
- @PreserveKnowledge
- @TwoMinutePapers
- @TheAIEpiphany - Google DeepMind, x-Microsoft engineer explaining AI papers.
- @bycloudAI
- Vision Science
- bull-i3
- Frida de Sigley
- CORE Conference Ranking
- Scimago Journal Ranking
- benthecoder/yt-channels-DS-AI-ML-CS
Programming Languages
Keywords
deep-learning
30
machine-learning
22
python
22
computer-vision
19
pytorch
19
image-processing
13
object-detection
13
artificial-intelligence
8
data-science
6
image-classification
6
neural-network
6
tensorflow
4
image-segmentation
4
segmentation
4
c-plus-plus
4
instance-segmentation
3
yolo
3
keras
3
inference
3
caffe
3
outlier-detection
3
crnn
3
ocr
3
data-mining
3
image
3
yolov3
2
ml
2
yolov5
2
remote-sensing
2
text-to-image
2
face-detection
2
cnn
2
python-3
2
transformer
2
swin-transformer
2
ai
2
data-augmentation
2
data-curation
2
visualization
2
data-engineering
2
onnx
2
mxnet
2
opencv
2
augmentation
2
detection
2
anomaly-detection
2
data-analysis
2
fraud-detection
2
novelty-detection
2
semantic-segmentation
2