pooya-mohammadi / face

I have published my face related codes in this repository

Hi there, I'm Pooya Mohammadi 👋

• my LinkedIn
• my YouTube Account

I'm an AI Researcher & Developer

• 🔭 I love research topics in Deep Learning, Medical science, and Deep Reinforcement Learning
• 🌱 I'm currently learning about GNN, GAN, and Diffusion models
• 🔨 I’m currently working on chatbots, voice assisstance systems, reinforcment learning models for optimization and also making youtube videos about python and AI.
• 👯 I'm looking for a PhD position in Medical Science fields.
• 📫 How to reach me:
  • Email: [email protected]
  • LinkedIn: www.linkedin.com/in/pooya-mohammadi
• Follow me on Youtube: www.youtube.com/PooyaMohammadiKazaj

Keywords: Speech, Deep Learning, CV, AI, NLP, Reinforcement Learning

Projects:

Deep Utils

This repository contains the most frequently used deep learning models and functions. In mainly constists utilities for:
1. vision:
  1. yolov5
  2. mtcnn
  3. ultralight
  4. deepsort
  5. torchvision-image-classification
2. nlp
  1. ner
    1. ner-stratify
    2. ner-augmentation -> replacement and removal augmentation
3. utils
  1. box-utils 
  2. point-utils
4. augmentation
  1. Cutmix-classification
  2. Cutmix-segmentation
...
Deep_Utils is still under heavy development...

Yolov5-gradcam

Visualizing Yolov5's layers using GradCam 

face's Issues

face not detection and recognition single cameras play working but multiple cameras not detection

Tensor Tensor("conv2d_4/BiasAdd:0", shape=(?, ?, ?, 4), dtype=float32) is not an element of this graph.

model compatibility

hi your model is not working with tensorflow 2 and keras 2. I tried installing tensorflow 1 but it also needs python with version below 8. you should reconsider model that you used in this project.

faces not recognised

some faces are recognised and some are not, also given same face encodings, the face is not recognised