"Unbiased Teacher for Semi-Supervised Object Detection" from Facebook researchers

Detectron2 is a ground-up rewrite of Detectron that started with maskrcnn-benchmark.
The platform is now implemented in PyTorch.

CVPR 2021 paper

Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion (MiVOS)

YolactEdge Real time Instance Segmentation on the Edge
https://www.youtube.com/watch?v=pMDwXkIerw8

Github:

https://github.com/ai-coodinator/yolact_edge

YolactEdge, competitive instance segmentation approach that runs on small edge devices at real-time speeds. Specifically, YolactEdge runs at up to 30.8 FPS on a Jetson AGX Xavier (and 172.7 FPS on an RTX 2080 Ti) with a ResNet-101 backbone on 550x550 resolution images.

Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers

End-to-end pipeline for Spoken Language Understanding (SLU)

2021- Courses List of Machine Learning, Deep Learning, and Computer Vision from a top school

🔥 Self-Supervised Vision Transformers with DINO

Blogpost:
https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training/

Paper:
https://arxiv.org/pdf/2104.14294.pdf

Code:
https://github.com/facebookresearch/dino

Dark scene object detection API for detecting 12 common objects in the dark/night images and videos

Great resource of AI, Machine learning, Deep learning, Computer vision, NLP Projects and Courses with code

500 + 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗟𝗶𝘀𝘁 𝘄𝗶𝘁𝗵 𝗰𝗼𝗱𝗲

https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code