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computer-vision-in-action

Charmve / computer-vision-in-action

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Star 2.6k

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

machine-learning tutorial books computer-vision deep-learning neural-network notebook jupyter-notebook handbook pytorch transformer ipynb deep-learning-tutorial computer-vision-algorithms colab-notebook in-action charmve
  • Updated May 27, 2024
  • Jupyter Notebook
sparseml

neuralmagic / sparseml

Star 2.1k

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes
  • Updated Aug 1, 2024
  • Python

Psarpei / Multi-Type-TD-TSR

Star 263

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

nlp computer-science machine-learning natural-language-processing ocr computer-vision deep-learning algorithms machine-learning-algorithms image-processing nlp-machine-learning ocr-recognition computer-vision-algorithms ocr-python table-detection computer-vision-opencv table-detection-using-deep-learning table-structure-recognition
  • Updated Sep 5, 2022
  • Jupyter Notebook

mkang315 / BGF-YOLO

Star 83

[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".

deep-neural-networks yolo object-detection medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis cbam lesion-detection bifpn medical-image-detection ciou-loss br35h-brain-tumor-detection-2020 gfpn afpn biformer bi-level-routing-attention giou-loss wiou-loss
  • Updated Nov 6, 2024
  • Python

mkang315 / ASF-YOLO

Star 66

[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".

deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell
  • Updated Sep 22, 2024
  • Python
modd

bborja / modd

Star 47

Dataset and Evaluation Scripts for Obstacle Detection via Semantic Segmentation in a Marine Environment

benchmark deep-neural-networks computer-vision deep-learning tensorflow dataset segmentation autonomous-vehicles semantic-segmentation obstacle-avoidance evaluation-method computer-vision-algorithms obstacle-detection maritime deep-convolutional-neural-networks maritime-robots marine-robotics unmanned-vehicles unmannec-surface-vehicles multimodal-dataset
  • Updated Jan 14, 2021
  • MATLAB
computer-vision-challenge

afondiel / computer-vision-challenge

Sponsor
Star 31

This is a series of computer vision foundational projects that anyone diving into the field must tackle.

computer-vision image-processing cnn image-classification image-generation image-detection lvm vlm computer-vision-algorithms computer-vision-tools computer-vision-opencv computer-vision-datasets vision-models vision-transformer computer-vision-python computer-vision-projects computer-vision-hello-world cv-challenge computer-vision-challenge
  • Updated Nov 1, 2024
  • Jupyter Notebook

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