soutrik commited on
Commit
6498519
·
1 Parent(s): 5e9f453

added: object detection module too for app

Browse files
Files changed (5) hide show
  1. .gradio/certificate.pem +31 -0
  2. README.md +10 -1
  3. object_detetction/app.py +128 -0
  4. poetry.lock +318 -333
  5. requirements.txt +3 -1
.gradio/certificate.pem ADDED
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1
+ -----BEGIN CERTIFICATE-----
2
+ MIIFazCCA1OgAwIBAgIRAIIQz7DSQONZRGPgu2OCiwAwDQYJKoZIhvcNAQELBQAw
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+ -----END CERTIFICATE-----
README.md CHANGED
@@ -1 +1,10 @@
1
- In this repo we will discuss about the key elements of gradio for model deployment.
 
 
 
 
 
 
 
 
 
 
1
+ ---
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+ title: My Gradio App
3
+ emoji: 🚀
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+ colorFrom: blue
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+ colorTo: green
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+ sdk: gradio
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+ sdk_version: "5.7.1"
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+ app_file: app.py
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+ pinned: false
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+ ---
object_detetction/app.py ADDED
@@ -0,0 +1,128 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
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+ import torch
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+ from PIL import Image, ImageDraw
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+ import numpy as np
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+
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+ CUSTOM_CSS = """
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+ .output-panel {
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+ padding: 15px;
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+ border-radius: 8px;
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+ background-color: #f8f9fa;
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+ }
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+ """
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+
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+ DESCRIPTION = """
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+ # Zero-Shot Object Detection Demo
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+
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+ This demo uses OWL-ViT model to perform zero-shot object detection. You can:
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+ - Upload an image or use your webcam
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+ - Specify objects you want to detect (comma-separated)
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+ - Adjust the confidence threshold
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+ - Get real-time detection results
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+
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+ ## Instructions
25
+ 1. Upload an image or use webcam
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+ 2. Enter objects to detect (e.g., "person, car, dog, chair")
27
+ 3. Adjust confidence threshold if needed
28
+ 4. Click "Detect Objects" to process
29
+ """
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+
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+
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+ class ObjectDetector:
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+ def __init__(self):
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+ self.device = 0 if torch.cuda.is_available() else -1
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+ self.detector = pipeline(
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+ model="google/owlv2-base-patch16-ensemble",
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+ task="zero-shot-object-detection",
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+ device=self.device,
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+ )
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+
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+ def process_image(
42
+ self, image, objects_to_detect, confidence_threshold=0.3, progress=gr.Progress()
43
+ ):
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+ if image is None or not objects_to_detect:
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+ return None
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+
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+ progress(0.2, "Processing image...")
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+
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+ # Convert numpy array to PIL Image if needed
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+ if isinstance(image, np.ndarray):
51
+ image = Image.fromarray(image)
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+
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+ # Parse objects to detect
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+ candidate_labels = [obj.strip() for obj in objects_to_detect.split(",")]
55
+
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+ progress(0.5, "Detecting objects...")
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+ # Run detection
58
+ predictions = self.detector(
59
+ image, candidate_labels=candidate_labels, threshold=confidence_threshold
60
+ )
61
+
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+ progress(0.8, "Drawing results...")
63
+ # Draw predictions on image
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+ draw = ImageDraw.Draw(image)
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+
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+ for prediction in predictions:
67
+ box = prediction["box"]
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+ label = prediction["label"]
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+ score = prediction["score"]
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+
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+ xmin, ymin, xmax, ymax = box.values()
72
+ draw.rectangle([xmin, ymin, xmax, ymax], outline="red", width=2)
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+ draw.text((xmin, ymin - 10), f"{label}: {score:.2f}", fill="red")
74
+
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+ progress(1.0, "Done!")
76
+ return image
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+
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+
79
+ def create_demo():
80
+ detector = ObjectDetector()
81
+
82
+ with gr.Blocks(css=CUSTOM_CSS) as demo:
83
+ gr.Markdown(DESCRIPTION)
84
+
85
+ with gr.Row():
86
+ with gr.Column(scale=1):
87
+ input_image = gr.Image(
88
+ label="Input Image", type="pil", sources=["upload", "webcam"]
89
+ )
90
+
91
+ objects_input = gr.Textbox(
92
+ label="Objects to Detect (comma-separated)",
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+ placeholder="person, car, dog, chair",
94
+ value="person, face, phone, laptop",
95
+ )
96
+
97
+ confidence = gr.Slider(
98
+ label="Confidence Threshold",
99
+ minimum=0.1,
100
+ maximum=1.0,
101
+ value=0.3,
102
+ step=0.1,
103
+ )
104
+
105
+ with gr.Row():
106
+ clear_btn = gr.Button("Clear", variant="secondary")
107
+ detect_btn = gr.Button("Detect Objects", variant="primary")
108
+
109
+ with gr.Column(scale=1, elem_classes=["output-panel"]):
110
+ output_image = gr.Image(label="Detection Results", type="pil")
111
+
112
+ # Event handlers
113
+ detect_btn.click(
114
+ fn=detector.process_image,
115
+ inputs=[input_image, objects_input, confidence],
116
+ outputs=[output_image],
117
+ )
118
+
119
+ clear_btn.click(
120
+ fn=lambda: (None, None), inputs=[], outputs=[input_image, output_image]
121
+ )
122
+
123
+ return demo
124
+
125
+
126
+ if __name__ == "__main__":
127
+ demo = create_demo()
128
+ demo.launch(share=True, server_name="0.0.0.0", server_port=7860, show_error=True)
poetry.lock CHANGED
@@ -277,87 +277,87 @@ files = [
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  [[package]]
279
  name = "aiohttp"
280
- version = "3.11.8"
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  description = "Async http client/server framework (asyncio)"
282
  optional = false
283
  python-versions = ">=3.9"
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356
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357
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358
- {file = "aiohttp-3.11.8-cp39-cp39-win32.whl", hash = "sha256:2b6f8716044ae5e5f2a3b4e4b6bfee48e97c8b2a92e56f43aadd728c7fd26b7d"},
359
- {file = "aiohttp-3.11.8-cp39-cp39-win_amd64.whl", hash = "sha256:da343903214bf9f9d314b913caa499fa19e26d73e6e23a3db7d4898ea6d47028"},
360
- {file = "aiohttp-3.11.8.tar.gz", hash = "sha256:7bc9d64a2350cbb29a9732334e1a0743cbb6844de1731cbdf5949b235653f3fd"},
361
  ]
362
 
363
  [package.dependencies]
@@ -1898,13 +1898,13 @@ pgp = ["gpg"]
1898
 
1899
  [[package]]
1900
  name = "dvc"
1901
- version = "3.57.0"
1902
  description = "Git for data scientists - manage your code and data together"
1903
  optional = false
1904
  python-versions = ">=3.9"
1905
  files = [
1906
- {file = "dvc-3.57.0-py3-none-any.whl", hash = "sha256:6d00ca1bae18c7a98715b1d0568f4887da30fa446ef3214f923ae1ea3ebfd03d"},
1907
- {file = "dvc-3.57.0.tar.gz", hash = "sha256:60d6c42bf2fd4fa847ba7f4a7ebb0ff036bc065792d7b3bba375cc54d0652b6b"},
1908
  ]
1909
 
1910
  [package.dependencies]
@@ -2987,80 +2987,80 @@ test = ["objgraph", "psutil"]
2987
 
2988
  [[package]]
2989
  name = "grpcio"
2990
- version = "1.68.0"
2991
  description = "HTTP/2-based RPC framework"
2992
  optional = false
2993
  python-versions = ">=3.8"
2994
  files = [
2995
- {file = "grpcio-1.68.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:619b5d0f29f4f5351440e9343224c3e19912c21aeda44e0c49d0d147a8d01544"},
2996
- {file = "grpcio-1.68.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:a59f5822f9459bed098ffbceb2713abbf7c6fd13f2b9243461da5c338d0cd6c3"},
2997
- {file = "grpcio-1.68.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:c03d89df516128febc5a7e760d675b478ba25802447624edf7aa13b1e7b11e2a"},
2998
- {file = "grpcio-1.68.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:44bcbebb24363d587472089b89e2ea0ab2e2b4df0e4856ba4c0b087c82412121"},
2999
- {file = "grpcio-1.68.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:79f81b7fbfb136247b70465bd836fa1733043fdee539cd6031cb499e9608a110"},
3000
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3001
- {file = "grpcio-1.68.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:99f06232b5c9138593ae6f2e355054318717d32a9c09cdc5a2885540835067a1"},
3002
- {file = "grpcio-1.68.0-cp310-cp310-win32.whl", hash = "sha256:a6213d2f7a22c3c30a479fb5e249b6b7e648e17f364598ff64d08a5136fe488b"},
3003
- {file = "grpcio-1.68.0-cp310-cp310-win_amd64.whl", hash = "sha256:15327ab81131ef9b94cb9f45b5bd98803a179c7c61205c8c0ac9aff9d6c4e82a"},
3004
- {file = "grpcio-1.68.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:3b2b559beb2d433129441783e5f42e3be40a9e1a89ec906efabf26591c5cd415"},
3005
- {file = "grpcio-1.68.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e46541de8425a4d6829ac6c5d9b16c03c292105fe9ebf78cb1c31e8d242f9155"},
3006
- {file = "grpcio-1.68.0-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:c1245651f3c9ea92a2db4f95d37b7597db6b246d5892bca6ee8c0e90d76fb73c"},
3007
- {file = "grpcio-1.68.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4f1931c7aa85be0fa6cea6af388e576f3bf6baee9e5d481c586980c774debcb4"},
3008
- {file = "grpcio-1.68.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b0ff09c81e3aded7a183bc6473639b46b6caa9c1901d6f5e2cba24b95e59e30"},
3009
- {file = "grpcio-1.68.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:8c73f9fbbaee1a132487e31585aa83987ddf626426d703ebcb9a528cf231c9b1"},
3010
- {file = "grpcio-1.68.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:6b2f98165ea2790ea159393a2246b56f580d24d7da0d0342c18a085299c40a75"},
3011
- {file = "grpcio-1.68.0-cp311-cp311-win32.whl", hash = "sha256:e1e7ed311afb351ff0d0e583a66fcb39675be112d61e7cfd6c8269884a98afbc"},
3012
- {file = "grpcio-1.68.0-cp311-cp311-win_amd64.whl", hash = "sha256:e0d2f68eaa0a755edd9a47d40e50dba6df2bceda66960dee1218da81a2834d27"},
3013
- {file = "grpcio-1.68.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:8af6137cc4ae8e421690d276e7627cfc726d4293f6607acf9ea7260bd8fc3d7d"},
3014
- {file = "grpcio-1.68.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:4028b8e9a3bff6f377698587d642e24bd221810c06579a18420a17688e421af7"},
3015
- {file = "grpcio-1.68.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:f60fa2adf281fd73ae3a50677572521edca34ba373a45b457b5ebe87c2d01e1d"},
3016
- {file = "grpcio-1.68.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e18589e747c1e70b60fab6767ff99b2d0c359ea1db8a2cb524477f93cdbedf5b"},
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3018
- {file = "grpcio-1.68.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:7e0a3e72c0e9a1acab77bef14a73a416630b7fd2cbd893c0a873edc47c42c8cd"},
3019
- {file = "grpcio-1.68.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:a831dcc343440969aaa812004685ed322cdb526cd197112d0db303b0da1e8659"},
3020
- {file = "grpcio-1.68.0-cp312-cp312-win32.whl", hash = "sha256:5a180328e92b9a0050958ced34dddcb86fec5a8b332f5a229e353dafc16cd332"},
3021
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3025
- {file = "grpcio-1.68.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dba037ff8d284c8e7ea9a510c8ae0f5b016004f13c3648f72411c464b67ff2fb"},
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3027
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3028
- {file = "grpcio-1.68.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:6f9c7ad1a23e1047f827385f4713b5b8c6c7d325705be1dd3e31fb00dcb2f665"},
3029
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3030
- {file = "grpcio-1.68.0-cp313-cp313-win_amd64.whl", hash = "sha256:afbf45a62ba85a720491bfe9b2642f8761ff348006f5ef67e4622621f116b04a"},
3031
- {file = "grpcio-1.68.0-cp38-cp38-linux_armv7l.whl", hash = "sha256:f8f695d9576ce836eab27ba7401c60acaf9ef6cf2f70dfe5462055ba3df02cc3"},
3032
- {file = "grpcio-1.68.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:9fe1b141cda52f2ca73e17d2d3c6a9f3f3a0c255c216b50ce616e9dca7e3441d"},
3033
- {file = "grpcio-1.68.0-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:4df81d78fd1646bf94ced4fb4cd0a7fe2e91608089c522ef17bc7db26e64effd"},
3034
- {file = "grpcio-1.68.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:46a2d74d4dd8993151c6cd585594c082abe74112c8e4175ddda4106f2ceb022f"},
3035
- {file = "grpcio-1.68.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a17278d977746472698460c63abf333e1d806bd41f2224f90dbe9460101c9796"},
3036
- {file = "grpcio-1.68.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:15377bce516b1c861c35e18eaa1c280692bf563264836cece693c0f169b48829"},
3037
- {file = "grpcio-1.68.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:cc5f0a4f5904b8c25729a0498886b797feb817d1fd3812554ffa39551112c161"},
3038
- {file = "grpcio-1.68.0-cp38-cp38-win32.whl", hash = "sha256:def1a60a111d24376e4b753db39705adbe9483ef4ca4761f825639d884d5da78"},
3039
- {file = "grpcio-1.68.0-cp38-cp38-win_amd64.whl", hash = "sha256:55d3b52fd41ec5772a953612db4e70ae741a6d6ed640c4c89a64f017a1ac02b5"},
3040
- {file = "grpcio-1.68.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:0d230852ba97654453d290e98d6aa61cb48fa5fafb474fb4c4298d8721809354"},
3041
- {file = "grpcio-1.68.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:50992f214264e207e07222703c17d9cfdcc2c46ed5a1ea86843d440148ebbe10"},
3042
- {file = "grpcio-1.68.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:14331e5c27ed3545360464a139ed279aa09db088f6e9502e95ad4bfa852bb116"},
3043
- {file = "grpcio-1.68.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f84890b205692ea813653ece4ac9afa2139eae136e419231b0eec7c39fdbe4c2"},
3044
- {file = "grpcio-1.68.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0cf343c6f4f6aa44863e13ec9ddfe299e0be68f87d68e777328bff785897b05"},
3045
- {file = "grpcio-1.68.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:fd2c2d47969daa0e27eadaf15c13b5e92605c5e5953d23c06d0b5239a2f176d3"},
3046
- {file = "grpcio-1.68.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:18668e36e7f4045820f069997834e94e8275910b1f03e078a6020bd464cb2363"},
3047
- {file = "grpcio-1.68.0-cp39-cp39-win32.whl", hash = "sha256:2af76ab7c427aaa26aa9187c3e3c42f38d3771f91a20f99657d992afada2294a"},
3048
- {file = "grpcio-1.68.0-cp39-cp39-win_amd64.whl", hash = "sha256:e694b5928b7b33ca2d3b4d5f9bf8b5888906f181daff6b406f4938f3a997a490"},
3049
- {file = "grpcio-1.68.0.tar.gz", hash = "sha256:7e7483d39b4a4fddb9906671e9ea21aaad4f031cdfc349fec76bdfa1e404543a"},
3050
- ]
3051
-
3052
- [package.extras]
3053
- protobuf = ["grpcio-tools (>=1.68.0)"]
3054
 
3055
  [[package]]
3056
  name = "gto"
3057
- version = "1.7.1"
3058
  description = "Version and deploy your models following GitOps principles"
3059
  optional = false
3060
  python-versions = ">=3.9"
3061
  files = [
3062
- {file = "gto-1.7.1-py3-none-any.whl", hash = "sha256:466c3e059aacc7eb3b7780a5f4b49e4a32001b059feb2b426d5b0737f7e71f72"},
3063
- {file = "gto-1.7.1.tar.gz", hash = "sha256:24100e735195c0d54539401f42804fc9042998276cdc4233f49f153fd38a7d75"},
3064
  ]
3065
 
3066
  [package.dependencies]
@@ -3075,7 +3075,8 @@ tabulate = ">=0.8.10"
3075
  typer = ">=0.4.1"
3076
 
3077
  [package.extras]
3078
- tests = ["freezegun", "pylint (==3.1.0)", "pylint-plugin-utils", "pytest", "pytest-cov", "pytest-mock", "pytest-test-utils", "types-freezegun"]
 
3079
 
3080
  [[package]]
3081
  name = "gunicorn"
@@ -3572,13 +3573,13 @@ files = [
3572
 
3573
  [[package]]
3574
  name = "jsonargparse"
3575
- version = "4.34.0"
3576
  description = "Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables."
3577
  optional = false
3578
  python-versions = ">=3.8"
3579
  files = [
3580
- {file = "jsonargparse-4.34.0-py3-none-any.whl", hash = "sha256:a3eb8a9a289332066b1b33463efa49d5d2a8d729b6cb60e9e30231d0c19dfb13"},
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- {file = "jsonargparse-4.34.0.tar.gz", hash = "sha256:88b3ff0beaff40909dc69244f0527b054f8be0132086c72aa7e1d99414024b43"},
3582
  ]
3583
 
3584
  [package.dependencies]
@@ -5209,109 +5210,93 @@ wcwidth = "*"
5209
 
5210
  [[package]]
5211
  name = "propcache"
5212
- version = "0.2.0"
5213
  description = "Accelerated property cache"
5214
  optional = false
5215
- python-versions = ">=3.8"
5216
  files = [
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5315
  ]
5316
 
5317
  [[package]]
@@ -5918,13 +5903,13 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
5918
 
5919
  [[package]]
5920
  name = "pytest"
5921
- version = "8.3.3"
5922
  description = "pytest: simple powerful testing with Python"
5923
  optional = false
5924
  python-versions = ">=3.8"
5925
  files = [
5926
- {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"},
5927
- {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
5928
  ]
5929
 
5930
  [package.dependencies]
@@ -8202,93 +8187,93 @@ files = [
8202
 
8203
  [[package]]
8204
  name = "yarl"
8205
- version = "1.18.0"
8206
  description = "Yet another URL library"
8207
  optional = false
8208
  python-versions = ">=3.9"
8209
  files = [
8210
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8284
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8292
  ]
8293
 
8294
  [package.dependencies]
 
277
 
278
  [[package]]
279
  name = "aiohttp"
280
+ version = "3.11.9"
281
  description = "Async http client/server framework (asyncio)"
282
  optional = false
283
  python-versions = ">=3.9"
284
  files = [
285
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350
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354
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360
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361
  ]
362
 
363
  [package.dependencies]
 
1898
 
1899
  [[package]]
1900
  name = "dvc"
1901
+ version = "3.58.0"
1902
  description = "Git for data scientists - manage your code and data together"
1903
  optional = false
1904
  python-versions = ">=3.9"
1905
  files = [
1906
+ {file = "dvc-3.58.0-py3-none-any.whl", hash = "sha256:b86da284cee0bd7ae72c36ffc4aad563ce0d344504b04082dc69cb2726b9c6cd"},
1907
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1908
  ]
1909
 
1910
  [package.dependencies]
 
2987
 
2988
  [[package]]
2989
  name = "grpcio"
2990
+ version = "1.68.1"
2991
  description = "HTTP/2-based RPC framework"
2992
  optional = false
2993
  python-versions = ">=3.8"
2994
  files = [
2995
+ {file = "grpcio-1.68.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:d35740e3f45f60f3c37b1e6f2f4702c23867b9ce21c6410254c9c682237da68d"},
2996
+ {file = "grpcio-1.68.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:d99abcd61760ebb34bdff37e5a3ba333c5cc09feda8c1ad42547bea0416ada78"},
2997
+ {file = "grpcio-1.68.1-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:f8261fa2a5f679abeb2a0a93ad056d765cdca1c47745eda3f2d87f874ff4b8c9"},
2998
+ {file = "grpcio-1.68.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0feb02205a27caca128627bd1df4ee7212db051019a9afa76f4bb6a1a80ca95e"},
2999
+ {file = "grpcio-1.68.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:919d7f18f63bcad3a0f81146188e90274fde800a94e35d42ffe9eadf6a9a6330"},
3000
+ {file = "grpcio-1.68.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:963cc8d7d79b12c56008aabd8b457f400952dbea8997dd185f155e2f228db079"},
3001
+ {file = "grpcio-1.68.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ccf2ebd2de2d6661e2520dae293298a3803a98ebfc099275f113ce1f6c2a80f1"},
3002
+ {file = "grpcio-1.68.1-cp310-cp310-win32.whl", hash = "sha256:2cc1fd04af8399971bcd4f43bd98c22d01029ea2e56e69c34daf2bf8470e47f5"},
3003
+ {file = "grpcio-1.68.1-cp310-cp310-win_amd64.whl", hash = "sha256:ee2e743e51cb964b4975de572aa8fb95b633f496f9fcb5e257893df3be854746"},
3004
+ {file = "grpcio-1.68.1-cp311-cp311-linux_armv7l.whl", hash = "sha256:55857c71641064f01ff0541a1776bfe04a59db5558e82897d35a7793e525774c"},
3005
+ {file = "grpcio-1.68.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4b177f5547f1b995826ef529d2eef89cca2f830dd8b2c99ffd5fde4da734ba73"},
3006
+ {file = "grpcio-1.68.1-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:3522c77d7e6606d6665ec8d50e867f13f946a4e00c7df46768f1c85089eae515"},
3007
+ {file = "grpcio-1.68.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9d1fae6bbf0816415b81db1e82fb3bf56f7857273c84dcbe68cbe046e58e1ccd"},
3008
+ {file = "grpcio-1.68.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:298ee7f80e26f9483f0b6f94cc0a046caf54400a11b644713bb5b3d8eb387600"},
3009
+ {file = "grpcio-1.68.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:cbb5780e2e740b6b4f2d208e90453591036ff80c02cc605fea1af8e6fc6b1bbe"},
3010
+ {file = "grpcio-1.68.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:ddda1aa22495d8acd9dfbafff2866438d12faec4d024ebc2e656784d96328ad0"},
3011
+ {file = "grpcio-1.68.1-cp311-cp311-win32.whl", hash = "sha256:b33bd114fa5a83f03ec6b7b262ef9f5cac549d4126f1dc702078767b10c46ed9"},
3012
+ {file = "grpcio-1.68.1-cp311-cp311-win_amd64.whl", hash = "sha256:7f20ebec257af55694d8f993e162ddf0d36bd82d4e57f74b31c67b3c6d63d8b2"},
3013
+ {file = "grpcio-1.68.1-cp312-cp312-linux_armv7l.whl", hash = "sha256:8829924fffb25386995a31998ccbbeaa7367223e647e0122043dfc485a87c666"},
3014
+ {file = "grpcio-1.68.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:3aed6544e4d523cd6b3119b0916cef3d15ef2da51e088211e4d1eb91a6c7f4f1"},
3015
+ {file = "grpcio-1.68.1-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:4efac5481c696d5cb124ff1c119a78bddbfdd13fc499e3bc0ca81e95fc573684"},
3016
+ {file = "grpcio-1.68.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ab2d912ca39c51f46baf2a0d92aa265aa96b2443266fc50d234fa88bf877d8e"},
3017
+ {file = "grpcio-1.68.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95c87ce2a97434dffe7327a4071839ab8e8bffd0054cc74cbe971fba98aedd60"},
3018
+ {file = "grpcio-1.68.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:e4842e4872ae4ae0f5497bf60a0498fa778c192cc7a9e87877abd2814aca9475"},
3019
+ {file = "grpcio-1.68.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:255b1635b0ed81e9f91da4fcc8d43b7ea5520090b9a9ad9340d147066d1d3613"},
3020
+ {file = "grpcio-1.68.1-cp312-cp312-win32.whl", hash = "sha256:7dfc914cc31c906297b30463dde0b9be48e36939575eaf2a0a22a8096e69afe5"},
3021
+ {file = "grpcio-1.68.1-cp312-cp312-win_amd64.whl", hash = "sha256:a0c8ddabef9c8f41617f213e527254c41e8b96ea9d387c632af878d05db9229c"},
3022
+ {file = "grpcio-1.68.1-cp313-cp313-linux_armv7l.whl", hash = "sha256:a47faedc9ea2e7a3b6569795c040aae5895a19dde0c728a48d3c5d7995fda385"},
3023
+ {file = "grpcio-1.68.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:390eee4225a661c5cd133c09f5da1ee3c84498dc265fd292a6912b65c421c78c"},
3024
+ {file = "grpcio-1.68.1-cp313-cp313-manylinux_2_17_aarch64.whl", hash = "sha256:66a24f3d45c33550703f0abb8b656515b0ab777970fa275693a2f6dc8e35f1c1"},
3025
+ {file = "grpcio-1.68.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c08079b4934b0bf0a8847f42c197b1d12cba6495a3d43febd7e99ecd1cdc8d54"},
3026
+ {file = "grpcio-1.68.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8720c25cd9ac25dd04ee02b69256d0ce35bf8a0f29e20577427355272230965a"},
3027
+ {file = "grpcio-1.68.1-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:04cfd68bf4f38f5bb959ee2361a7546916bd9a50f78617a346b3aeb2b42e2161"},
3028
+ {file = "grpcio-1.68.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:c28848761a6520c5c6071d2904a18d339a796ebe6b800adc8b3f474c5ce3c3ad"},
3029
+ {file = "grpcio-1.68.1-cp313-cp313-win32.whl", hash = "sha256:77d65165fc35cff6e954e7fd4229e05ec76102d4406d4576528d3a3635fc6172"},
3030
+ {file = "grpcio-1.68.1-cp313-cp313-win_amd64.whl", hash = "sha256:a8040f85dcb9830d8bbb033ae66d272614cec6faceee88d37a88a9bd1a7a704e"},
3031
+ {file = "grpcio-1.68.1-cp38-cp38-linux_armv7l.whl", hash = "sha256:eeb38ff04ab6e5756a2aef6ad8d94e89bb4a51ef96e20f45c44ba190fa0bcaad"},
3032
+ {file = "grpcio-1.68.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8a3869a6661ec8f81d93f4597da50336718bde9eb13267a699ac7e0a1d6d0bea"},
3033
+ {file = "grpcio-1.68.1-cp38-cp38-manylinux_2_17_aarch64.whl", hash = "sha256:2c4cec6177bf325eb6faa6bd834d2ff6aa8bb3b29012cceb4937b86f8b74323c"},
3034
+ {file = "grpcio-1.68.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12941d533f3cd45d46f202e3667be8ebf6bcb3573629c7ec12c3e211d99cfccf"},
3035
+ {file = "grpcio-1.68.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80af6f1e69c5e68a2be529990684abdd31ed6622e988bf18850075c81bb1ad6e"},
3036
+ {file = "grpcio-1.68.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:e8dbe3e00771bfe3d04feed8210fc6617006d06d9a2679b74605b9fed3e8362c"},
3037
+ {file = "grpcio-1.68.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:83bbf5807dc3ee94ce1de2dfe8a356e1d74101e4b9d7aa8c720cc4818a34aded"},
3038
+ {file = "grpcio-1.68.1-cp38-cp38-win32.whl", hash = "sha256:8cb620037a2fd9eeee97b4531880e439ebfcd6d7d78f2e7dcc3726428ab5ef63"},
3039
+ {file = "grpcio-1.68.1-cp38-cp38-win_amd64.whl", hash = "sha256:52fbf85aa71263380d330f4fce9f013c0798242e31ede05fcee7fbe40ccfc20d"},
3040
+ {file = "grpcio-1.68.1-cp39-cp39-linux_armv7l.whl", hash = "sha256:cb400138e73969eb5e0535d1d06cae6a6f7a15f2cc74add320e2130b8179211a"},
3041
+ {file = "grpcio-1.68.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:a1b988b40f2fd9de5c820f3a701a43339d8dcf2cb2f1ca137e2c02671cc83ac1"},
3042
+ {file = "grpcio-1.68.1-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:96f473cdacfdd506008a5d7579c9f6a7ff245a9ade92c3c0265eb76cc591914f"},
3043
+ {file = "grpcio-1.68.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:37ea3be171f3cf3e7b7e412a98b77685eba9d4fd67421f4a34686a63a65d99f9"},
3044
+ {file = "grpcio-1.68.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ceb56c4285754e33bb3c2fa777d055e96e6932351a3082ce3559be47f8024f0"},
3045
+ {file = "grpcio-1.68.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:dffd29a2961f3263a16d73945b57cd44a8fd0b235740cb14056f0612329b345e"},
3046
+ {file = "grpcio-1.68.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:025f790c056815b3bf53da850dd70ebb849fd755a4b1ac822cb65cd631e37d43"},
3047
+ {file = "grpcio-1.68.1-cp39-cp39-win32.whl", hash = "sha256:1098f03dedc3b9810810568060dea4ac0822b4062f537b0f53aa015269be0a76"},
3048
+ {file = "grpcio-1.68.1-cp39-cp39-win_amd64.whl", hash = "sha256:334ab917792904245a028f10e803fcd5b6f36a7b2173a820c0b5b076555825e1"},
3049
+ {file = "grpcio-1.68.1.tar.gz", hash = "sha256:44a8502dd5de653ae6a73e2de50a401d84184f0331d0ac3daeb044e66d5c5054"},
3050
+ ]
3051
+
3052
+ [package.extras]
3053
+ protobuf = ["grpcio-tools (>=1.68.1)"]
3054
 
3055
  [[package]]
3056
  name = "gto"
3057
+ version = "1.7.2"
3058
  description = "Version and deploy your models following GitOps principles"
3059
  optional = false
3060
  python-versions = ">=3.9"
3061
  files = [
3062
+ {file = "gto-1.7.2-py3-none-any.whl", hash = "sha256:c893e5cf35ef0ffe22d342498f25c85b38f2cc507500e41b5e00d254feda1c1c"},
3063
+ {file = "gto-1.7.2.tar.gz", hash = "sha256:98994f43d02ef6d4e77c4087b1c0c70a038e4a753a5583c23116246d33b89742"},
3064
  ]
3065
 
3066
  [package.dependencies]
 
3075
  typer = ">=0.4.1"
3076
 
3077
  [package.extras]
3078
+ dev = ["gto[tests]", "mypy (==1.13.0)", "pylint (==3.3.2)", "types-PyYAML", "types-filelock", "types-freezegun", "types-requests", "types-setuptools", "types-six", "types-tabulate"]
3079
+ tests = ["freezegun", "pygit2", "pytest", "pytest-cov", "pytest-mock", "pytest-test-utils"]
3080
 
3081
  [[package]]
3082
  name = "gunicorn"
 
3573
 
3574
  [[package]]
3575
  name = "jsonargparse"
3576
+ version = "4.34.1"
3577
  description = "Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables."
3578
  optional = false
3579
  python-versions = ">=3.8"
3580
  files = [
3581
+ {file = "jsonargparse-4.34.1-py3-none-any.whl", hash = "sha256:1d595080e080d4581ef821b8ec71364037052be4da0f9c7bdafe95962672cee6"},
3582
+ {file = "jsonargparse-4.34.1.tar.gz", hash = "sha256:6e0d1ab67b12b1086fe7bbe5ba429fbe9865c36493c9bb6aeb1e243047fdb58c"},
3583
  ]
3584
 
3585
  [package.dependencies]
 
5210
 
5211
  [[package]]
5212
  name = "propcache"
5213
+ version = "0.2.1"
5214
  description = "Accelerated property cache"
5215
  optional = false
5216
+ python-versions = ">=3.9"
5217
  files = [
5218
+ {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
5219
+ {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
5220
+ {file = "propcache-0.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6445804cf4ec763dc70de65a3b0d9954e868609e83850a47ca4f0cb64bd79fea"},
5221
+ {file = "propcache-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f9479aa06a793c5aeba49ce5c5692ffb51fcd9a7016e017d555d5e2b0045d212"},
5222
+ {file = "propcache-0.2.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d9631c5e8b5b3a0fda99cb0d29c18133bca1e18aea9effe55adb3da1adef80d3"},
5223
+ {file = "propcache-0.2.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3156628250f46a0895f1f36e1d4fbe062a1af8718ec3ebeb746f1d23f0c5dc4d"},
5224
+ {file = "propcache-0.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b6fb63ae352e13748289f04f37868099e69dba4c2b3e271c46061e82c745634"},
5225
+ {file = "propcache-0.2.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:887d9b0a65404929641a9fabb6452b07fe4572b269d901d622d8a34a4e9043b2"},
5226
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5227
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5228
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5229
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5230
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5231
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5232
+ {file = "propcache-0.2.1-cp310-cp310-win32.whl", hash = "sha256:03ff9d3f665769b2a85e6157ac8b439644f2d7fd17615a82fa55739bc97863f4"},
5233
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5234
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5235
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5236
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5237
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5238
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5239
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5240
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5241
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5242
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5243
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5244
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5245
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5246
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5247
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5248
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5249
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5250
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5251
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5252
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5253
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5254
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5255
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5256
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5257
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5258
+ {file = "propcache-0.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d71264a80f3fcf512eb4f18f59423fe82d6e346ee97b90625f283df56aee103f"},
5259
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5260
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5261
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5262
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5263
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5264
+ {file = "propcache-0.2.1-cp312-cp312-win32.whl", hash = "sha256:d09c333d36c1409d56a9d29b3a1b800a42c76a57a5a8907eacdbce3f18768246"},
5265
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5266
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5267
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5268
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5269
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5270
+ {file = "propcache-0.2.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4e6281aedfca15301c41f74d7005e6e3f4ca143584ba696ac69df4f02f40d629"},
5271
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5272
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5273
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5274
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5275
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5276
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5277
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5278
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5279
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5280
+ {file = "propcache-0.2.1-cp313-cp313-win32.whl", hash = "sha256:ddfab44e4489bd79bda09d84c430677fc7f0a4939a73d2bba3073036f487a0a6"},
5281
+ {file = "propcache-0.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:556fc6c10989f19a179e4321e5d678db8eb2924131e64652a51fe83e4c3db0e1"},
5282
+ {file = "propcache-0.2.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:6a9a8c34fb7bb609419a211e59da8887eeca40d300b5ea8e56af98f6fbbb1541"},
5283
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5284
+ {file = "propcache-0.2.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:accb6150ce61c9c4b7738d45550806aa2b71c7668c6942f17b0ac182b6142fd4"},
5285
+ {file = "propcache-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5eee736daafa7af6d0a2dc15cc75e05c64f37fc37bafef2e00d77c14171c2097"},
5286
+ {file = "propcache-0.2.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f7a31fc1e1bd362874863fdeed71aed92d348f5336fd84f2197ba40c59f061bd"},
5287
+ {file = "propcache-0.2.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cba4cfa1052819d16699e1d55d18c92b6e094d4517c41dd231a8b9f87b6fa681"},
5288
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5289
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5290
+ {file = "propcache-0.2.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:31f5af773530fd3c658b32b6bdc2d0838543de70eb9a2156c03e410f7b0d3aae"},
5291
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5292
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5293
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5294
+ {file = "propcache-0.2.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:9403db39be1393618dd80c746cb22ccda168efce239c73af13c3763ef56ffc04"},
5295
+ {file = "propcache-0.2.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:5d97151bc92d2b2578ff7ce779cdb9174337390a535953cbb9452fb65164c587"},
5296
+ {file = "propcache-0.2.1-cp39-cp39-win32.whl", hash = "sha256:9caac6b54914bdf41bcc91e7eb9147d331d29235a7c967c150ef5df6464fd1bb"},
5297
+ {file = "propcache-0.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:92fc4500fcb33899b05ba73276dfb684a20d31caa567b7cb5252d48f896a91b1"},
5298
+ {file = "propcache-0.2.1-py3-none-any.whl", hash = "sha256:52277518d6aae65536e9cea52d4e7fd2f7a66f4aa2d30ed3f2fcea620ace3c54"},
5299
+ {file = "propcache-0.2.1.tar.gz", hash = "sha256:3f77ce728b19cb537714499928fe800c3dda29e8d9428778fc7c186da4c09a64"},
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5300
  ]
5301
 
5302
  [[package]]
 
5903
 
5904
  [[package]]
5905
  name = "pytest"
5906
+ version = "8.3.4"
5907
  description = "pytest: simple powerful testing with Python"
5908
  optional = false
5909
  python-versions = ">=3.8"
5910
  files = [
5911
+ {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
5912
+ {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
5913
  ]
5914
 
5915
  [package.dependencies]
 
8187
 
8188
  [[package]]
8189
  name = "yarl"
8190
+ version = "1.18.3"
8191
  description = "Yet another URL library"
8192
  optional = false
8193
  python-versions = ">=3.9"
8194
  files = [
8195
+ {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
8196
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8197
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8198
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8199
+ {file = "yarl-1.18.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5094d9206c64181d0f6e76ebd8fb2f8fe274950a63890ee9e0ebfd58bf9d787b"},
8200
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8201
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8202
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8204
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8205
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8206
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8207
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8208
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8209
+ {file = "yarl-1.18.3-cp310-cp310-win32.whl", hash = "sha256:8874027a53e3aea659a6d62751800cf6e63314c160fd607489ba5c2edd753cf6"},
8210
+ {file = "yarl-1.18.3-cp310-cp310-win_amd64.whl", hash = "sha256:93b2e109287f93db79210f86deb6b9bbb81ac32fc97236b16f7433db7fc437d8"},
8211
+ {file = "yarl-1.18.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:8503ad47387b8ebd39cbbbdf0bf113e17330ffd339ba1144074da24c545f0069"},
8212
+ {file = "yarl-1.18.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:02ddb6756f8f4517a2d5e99d8b2f272488e18dd0bfbc802f31c16c6c20f22193"},
8213
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8214
+ {file = "yarl-1.18.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d980e0325b6eddc81331d3f4551e2a333999fb176fd153e075c6d1c2530aa8a8"},
8215
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8216
+ {file = "yarl-1.18.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c017a3b6df3a1bd45b9fa49a0f54005e53fbcad16633870104b66fa1a30a29d8"},
8217
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8218
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8219
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8220
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8221
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8222
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8223
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8224
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8225
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8264
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8277
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8278
 
8279
  [package.dependencies]
requirements.txt CHANGED
@@ -1,3 +1,5 @@
1
  gradio
2
  transformers
3
- torch
 
 
 
1
  gradio
2
  transformers
3
+ torch
4
+ pillow
5
+ numpy