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Material for the course "Time series analysis with Python"
Open standard for machine learning interoperability
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
A Tutorial for Setting Python Development Environment with VScode and Docker
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
SAM & SAM 2 for Medical Image Segmentation: Open-Source Project Summary
Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information
Tool for converting AWS CloudFormation templates between JSON and YAML formats.
[Under Development] 🔠 AI-based recognition and translation desktop tool
Code and walkthrough labs to set up serverless applications for Wild Rydes workshops
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
Streamlit — A faster way to build and share data apps.
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
A collection of design patterns/idioms in Python
The "Python Machine Learning (3rd edition)" book code repository
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Deeplab-V3+ model with MobilenetV2/MobilenetV3 on TensorFlow for mobile deployment.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Most popular metrics used to evaluate object detection algorithms.