Deep Lake has integrations withLangchainandLLamaIndexas a vector store for LLM apps,Weights & Biasesfor data lineage during model training,MMDetectionfor training object detection models, andMMSegmentationfor training semantic segmentation models.
While deep learning has facilitated unprecedented accuracy in image classification, object detection, and image segmentation, one of their biggest problems ismodel interpretability, a core component in model understanding and model debugging. In practice, deep learning models are treated as “blac...
2. Visualizing Mask Tensors For projects related to Semantic Segmentation or Instance Segmentation, we often need to visualize mask tensors -- either ground truth annotations or model's prediction. This can be easily done using TorchShow. Using MatplotlibUsing TorchShow Different instances have same...
python3 portal.py Using Virtual Environment If you'd like to use virtual environments for this project - you can use a helpful script below to before activating the virtualenv - ./setup-virtualenv.sh Running from Portal Executable Portal comes with an installable version that runs onelectron.js...