Rachit Tayal's repositories
multithreaded_frame_reading
Script to read frames from the camera using multithreading Python
face_recognition_demo
This is a simple example for face verification using facenet implemented by davidsandberg
custom_object_detection_train
Demonstrates on how to train your model on custom class using tensorflow
finetune_llama_7b_lora
The repo has the source code to fine tune LLaMa-7b model using LoRA strategy
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.
object-detection-demo
The repo includes code for performing basic object detection using ssd mobilenet model with tensorflow
poseEstimator
The repo includes code for estimating human pose on 2D images/videos
text_embeddings_training
This repo has source code for training text embedding using siamese network
design_patterns_python
The repo tries to explain various design patterns along with their python implementations.
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
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)
MotionDetection
The repo includes a plug and play basic motion detection module which can be used across various Vision based application using OpenCV-Python
OpenVINO_serving_demo
Demonstrates on how to get started on serving an OpenVINO model
python-concurrency-learning
Scripts for understanding concurrency in Python
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.
triplet_loss_training
The repo has source code for image classification using siamese based network based on triplet loss trainnig.