[D] Reimplementing an Object Detection Model.

• yolov7

  33 12,681 4.0 Jupyter Notebook

  Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

The pytorch implementation of YOLO (https://github.com/WongKinYiu/yolov7) is not so complex - not so much going on from a coding pov there, it's a pretty standard training loop.

• micrograd

  22 8,207 0.0 Jupyter Notebook

  A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

If you want to understand what goes on under the hood, I can recommend taking a look at https://github.com/karpathy/micrograd or https://github.com/geohot/tinygrad

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• tinygrad

  58 17,800 9.7 Python

  Discontinued You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad] (by geohot)

  

If you want to understand what goes on under the hood, I can recommend taking a look at https://github.com/karpathy/micrograd or https://github.com/geohot/tinygrad

Suggest a related project