good computer vision or deep learning projects in github

This page summarizes the projects mentioned and recommended in the original post on /r/deeplearning

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
  • examples

    TensorFlow examples (by tensorflow)

  • models

    Models and examples built with TensorFlow

    TensorFlow Models (GitHub: https://github.com/tensorflow/models) is a collection of diverse TensorFlow-based ML and DL models for tasks like image classification, object detection, and text classification.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • pytorch-image-models

    Discontinued PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more [Moved to: https://github.com/huggingface/pytorch-image-models] (by rwightman)

    PyTorch Image Models (timm) (GitHub: https://github.com/rwightman/pytorch-image-models) is a library of deep learning models and utilities in PyTorch, including popular models like ResNet and EfficientNet.

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    YOLOv5 (GitHub: https://github.com/ultralytics/yolov5) is a fast, accurate object detection model with code for training, testing, deployment, and pre-trained weights.

  • detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

    Detectron2 (GitHub: https://github.com/facebookresearch/detectron2) is a Facebook AI Research library with state-of-the-art object detection and segmentation algorithms in PyTorch.

  • OpenCV

    Open Source Computer Vision Library

    OpenCV (GitHub: https://github.com/opencv/opencv) is a widely-used computer vision library with real-time image/video processing, feature extraction, and ML algorithms, supporting multiple languages.

  • PytorchNeuralStyleTransfer

    Implementation of Neural Style Transfer in Pytorch

    Neural Style Transfer (GitHub: https://github.com/leongatys/PytorchNeuralStyleTransfer) is a PyTorch implementation for applying the style of one image to another while preserving content.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • CycleGAN

    Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

    CycleGAN (GitHub: https://github.com/junyanz/CycleGAN) is a deep learning-based image-to-image translation approach without paired examples, implemented in PyTorch.

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Hugging Face Transformers (GitHub: https://github.com/huggingface/transformers) is a library of advanced NLP models, also supporting multimodal tasks like image captioning and visual question answering.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts