Sayak Paul sayakpaul

## text_detection_video.py
# Code adapted from:
# https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/
# USAGE
# python text_detection_video.py --east east_model_float16.tflite

# import the necessary packages
from imutils.video import VideoStream
from imutils.video import FPS
from imutils.object_detection import non_max_suppression
import tensorflow as tf

## benchmark_onnx.py
import timeit

from optimum.onnxruntime import ORTStableDiffusionPipeline

from diffusers import StableDiffusionPipeline
import numpy as np

model_id = "runwayml/stable-diffusion-v1-5"
onnx_model_id = "sayakpaul/onnx-stable-diffusion-v1-5"
prompt = "a photo of an astronaut riding a horse on mars"

## README.md

      
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    To run

export MODEL_NAME="CompVis/stable-diffusion-v1-4"
export DATASET_NAME="lambdalabs/pokemon-blip-captions"

accelerate launch --mixed_precision="fp16"  train_text_to_image.py   \
	--pretrained_model_name_or_path=$MODEL_NAME --dataset_name=$DATASET_NAME \

  
## train_text_to_image_modified.py
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#

## generate_experimental_images_wandb.py
import tensorflow as tf

tf.keras.mixed_precision.set_global_policy("mixed_float16")

import glob
import os

import keras_cv
import numpy as np
import PIL

## peft.ipynb

      
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## run_semantic_segmentation.py
"""
Usage: python run_semantic_segmentation.py

References:
    * https://www.tensorflow.org/tutorials/images/segmentation#define_the_model
    * https://huggingface.co/docs/transformers/main/en/tasks/semantic_segmentation
"""

import os
import uuid

## download_images.py
"""
Referred from https://stackoverflow.com/questions/534839/how-to-create-a-guid-uuid-in-python
"""

import os
import uuid
from concurrent.futures import ThreadPoolExecutor

import pandas as pd
import requests

## debug_augmentation_de.ipynb

      
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## SETUP.md

      
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    Machine information


Parameter
Value


OS
Ubuntu 20.04.5


Python
3.8.10


CUDA
11.8


TensorFlow
2.10.1


TensorRT
8.5.1
	# Code adapted from:
	# https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/
	# USAGE
	# python text_detection_video.py --east east_model_float16.tflite

	# import the necessary packages
	from imutils.video import VideoStream
	from imutils.video import FPS
	from imutils.object_detection import non_max_suppression
	import tensorflow as tf
	import timeit

	from optimum.onnxruntime import ORTStableDiffusionPipeline

	from diffusers import StableDiffusionPipeline
	import numpy as np

	model_id = "runwayml/stable-diffusion-v1-5"
	onnx_model_id = "sayakpaul/onnx-stable-diffusion-v1-5"
	prompt = "a photo of an astronaut riding a horse on mars"
	#!/usr/bin/env python
	# coding=utf-8
	# Copyright 2022 The HuggingFace Inc. team. All rights reserved.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	import tensorflow as tf

	tf.keras.mixed_precision.set_global_policy("mixed_float16")

	import glob
	import os

	import keras_cv
	import numpy as np
	import PIL
	"""
	Usage: python run_semantic_segmentation.py

	References:
	* https://www.tensorflow.org/tutorials/images/segmentation#define_the_model
	* https://huggingface.co/docs/transformers/main/en/tasks/semantic_segmentation
	"""

	import os
	import uuid
	"""
	Referred from https://stackoverflow.com/questions/534839/how-to-create-a-guid-uuid-in-python
	"""

	import os
	import uuid
	from concurrent.futures import ThreadPoolExecutor

	import pandas as pd
	import requests
Parameter	Value
OS	Ubuntu 20.04.5
Python	3.8.10
CUDA	11.8
TensorFlow	2.10.1
TensorRT	8.5.1