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Training Semantic Segmentation Models for Autonomous Vehicles (A Step-by-Step Guide)

Sep 20

Articles, Intermediate, Autonomous Vehicles, Plots, Tables, Sweeps, Slider, Tutorial, Berkeley Deep Drive, Object Detection, Semantic Segmentation, YOLO

Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection

Weights & Biases Case Studies

May 10

Advanced, Computer Vision, Object Detection, Semantic Segmentation, Case Study, Research, Plots, Autonomous Vehicles

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Digging Into KITTI With Weights & Biases With PyTorch-Lightning Kitti

Mar 29

Intermediate, Computer Vision, Object Detection, Semantic Segmentation, PyTorch Lightning, Experiment, Github, Plots, Sweeps, KITTI, Autonomous Vehicles

Video to 3D: Depth Perception for Self-Driving Cars

Stacey Svetlichnaya

Mar 20

Advanced, Computer Vision, Video, 3D, Object Detection, Semantic Segmentation, Keras, Experiment, Panels, Plots, Cityscapes, KITTI, Autonomous Vehicles

Semantic Segmentation: The View from the Driver's Seat

Stacey Svetlichnaya

Feb 06

Advanced, Computer Vision, 3D, Object Detection, Semantic Segmentation, fastai, Experiment, CNN, ResNet, U-Net, Github, Panels, Plots, Slider, Sweeps, Berkeley Deep Drive, Autonomous Vehicles, Exemplary

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