Freddy Lécué, Chief AI Scientist, Thales Group
Work smarter with actionable insights to quickly improve and validate your machine learning models.
Conduct rigorous testing and auditing to ensure robust and trustable AI.
Achieve buy-in with fully explainable and understandable POCs, MVPs or Demos.
Monitor your model performance and confidence level in production.
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ResNet50 is a convolutional neural network with 50 layers used for image classification. Deep neural networks are difficult to train, and residual blocks facilitate the training of deep networks and help increase accuracy.
This model is used for segmentation of images (particularly medical images). It has an encoding/decoding structure, with some skip connections in between. It is well suited for smalls dataset and quickly yields precise segmentations.
This object detection model predicts the presence of one or more objects, along with their classes and bounding boxes.YOLO (You Only Look Once) is a state of art can perform object detection in real-time with a good accuracy.
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