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custom_object_detection_train

Demonstrates on how to train your model on custom class using tensorflow

design_patterns_python

The repo tries to explain various design patterns along with their python implementations.

dsa

Collection of data structure and algorithm problems for interview preperation

face_recognition_demo

This is a simple example for face verification using facenet implemented by davidsandberg

finetune_gptj_8_bit

The repo has source code to fine tune gptj using 8 bit quantization so that it fits in single GPU and consumes around 14GB of memory

finetune_llama_7b_lora

The repo has the source code to fine tune LLaMa-7b model using LoRA strategy

gptj-lora-finetuning

Repo to fine tune GPTJ using PEFT and training only LoRA adapters

image_comparison

The repo. includes source code for image comparison using Machine Learning. (Triplet Loss)

models

Models and examples built with TensorFlow

motiondetection

The repo includes a plug and play basic motion detection module which can be used across various Vision based application using OpenCV-Python

multiclass_training_cnn

The repo has source code for CNN network and initiating the training on any dataset for multi class classification problem. It also includes the inference script.

multithreaded_frame_reading

Script to read frames from the camera using multithreading Python

object-detection-demo

The repo includes code for performing basic object detection using ssd mobilenet model with tensorflow

openvino_serving_demo

Demonstrates on how to get started on serving an OpenVINO model

pose_annotation_tool

poseestimator

The repo includes code for estimating human pose on 2D images/videos

python-concurrency-learning

Scripts for understanding concurrency in Python

sentiment-analysis

tensorflow_learning

text-classification-cnn1d

The repo has source code to classify texts as toxic or not using 1D CNN for classification. It uses pre trained GloVe embeddings for converting words to vectos.

text_embeddings_training

This repo has source code for training text embedding using siamese network

triplet_loss_training

The repo has source code for image classification using siamese based network based on triplet loss trainnig.