initial

git_large_coco/app.py

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+import gradio as gr
+from PIL import Image
+from transformers import AutoProcessor, AutoModelForCausalLM, AutoConfig
+
+
+def inference(img):
+    pretrained_model_path = "git-large-coco"
+
+    processor = AutoProcessor.from_pretrained(pretrained_model_path)
+    model = AutoModelForCausalLM.from_pretrained(pretrained_model_path)
+
+    pixel_values = processor(images=img, return_tensors="pt").pixel_values
+
+    generated_ids = model.generate(pixel_values=pixel_values, max_length=50)
+    generated_caption = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]
+    return generated_caption
+
+title = "git-large-coco"
+description = "Gradio Demo for git-large-coco. To use it, simply upload your image, or click one of the examples to load them."
+article = "<p style='text-align: center'><a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>Github Repo Pytorch</a></p> <center><img src='https://visitor-badge.glitch.me/badge?page_id=akhaliq_animegan' alt='visitor badge'></center></p>"
+examples=[['example_cat.jpg'],['Masahiro.png']]
+
+demo = gr.Interface(
+    fn=inference,
+    inputs=[gr.inputs.Image(type="pil")],
+    outputs=gr.outputs.Textbox(),
+    title=title,
+    description=description,
+    article=article,
+    examples=examples)
+
+demo.launch()
+
+
+##
+
+
+# model_dir = "hub/animegan2-pytorch-main"
+# model_dir_weight = "hub/checkpoints/face_paint_512_v1.pt"
+#
+# model2 = torch.hub.load(
+#     model_dir,
+#     "generator",
+#     pretrained=True,
+#     progress=False,
+#     source="local"
+# )
+# model1 = torch.load(model_dir_weight)
+# face2paint = torch.hub.load(
+#     model_dir, 'face2paint',
+#     size=512,side_by_side=False,
+#     source="local"
+# )
+#
+# def inference(img, ver):
+#     if ver == 'version 2 (🔺 robustness,🔻 stylization)':
+#         out = face2paint(model2, img)
+#     else:
+#         out = face2paint(model1, img)
+#     return out
+#

git_large_coco/flagged/log.csv

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+img,output,flag,username,timestamp
+D:\workspace\py\image_to_text\git_large_coco\flagged\img\tmp7_1jxsu7.png,a man in a blue shirt and a white shirt sits at a table.,,,2023-03-29 16:56:46.342770

git_large_coco/git-large-coco

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+Subproject commit 46c328cb5d807d198b593eb2f692179cd896b0b9