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Model Serving using FastAPI and Streamlit
Simple example of usage of streamlit and FastAPI for ML model serving.
fastapi streamlit deeplabv3 semantic-segmentation
Image Segmentation Using Keras and W&B
This report explores semantic segmentation with a UNET like architecture in Keras and interactively visualizes the model's prediction in Weights & Biases.
semantic-segmentation kera wandb visualization
A 2020 guide to Semantic Segmentation
Concept of image segmentation, discuss the relevant use-cases, different neural network architectures involved in achieving the results, metrics and ...
semantic-segmentation computer-vision segmentation article
Detectron2
FAIR's next-generation platform for object detection and segmentation.
object-detection detectron detectron2 pytorch
An Overview of Semantic Image Segmentation
Image segmentation is a computer vision task in which we label specific regions of an image according to what's being shown.
semantic-segmentation segmentation computer-vision article
CCNet_PyTorch
A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation
ccnet pytorch semantic-segmentation computer-vision
DANet PyTorch
A Pytorch implementation of Dual Attention Network for Scene Segmentation
danet pytorch semantic-segmentation computer-vision
Image Semantic Segmentation of UAV mining area based on Deeplabv3
Data: UAV mining area image Tools: PyTorch Frame: Deeplabv3 Semantic Segmentation
semantic-segmentation deeplabv3 pytorch computer-vision
Beyond the Pixel Plane: Sensing and Learning in 3d
Recent deep learning techniques that enable 3D object classification and semantic segmentation.
3d autonomous-vehicles semantic-segmentation object-classification
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