Repository Index

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

• pytorch
• semantic-segmentation
• scene-recognition
• ade20k

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

• deep-learning
• autonomous-driving
• computer-vision
• object-detection

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.

• colpali
• information-retrieval
• retrieval-augmented-generation
• vision-language-model

The Places365-CNNs for Scene Classification

• cnn
• baseline-cnns

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

• pytorch
• gan
• image-manipulation
• deep-learning

Source code for the LabelMe annotation tool.

• annotation
• computer-vision

Real-time and accurate open-vocabulary end-to-end object detection

• object-detection
• open-vocabulary
• vision-and-language
• zero-shot-object-detection