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Recap-Human-Test

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Ligeng-Zhu commited on Aug 2, 2024

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Add application file

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Files changed (6) hide show

.gitattributes +989 -0
.gitignore +42 -0
README.md +19 -0
app.py +182 -0
requirements.txt +3 -0
run.sh +4 -0

.gitattributes ADDED Viewed

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.gitignore ADDED Viewed

	@@ -0,0 +1,42 @@

+*.whl
+*_dev
+dev/
+hostfile
+core.*
+*.out
+captioner_bk/
+slurm-logs/
+captioner/
+tmp/
+# Python
+__pycache__
+*.pyc
+*.egg-info
+dist
+# Log
+*.log
+*.log.*
+*.json
+# Data
+!**/alpaca-data-conversation.json
+# Editor
+.idea
+*.swp
+# Other
+.DS_Store
+wandb
+output
+checkpoints
+checkpoints_bak
+ckpts*
+*.pt
+playground
+*/visualization/*

README.md ADDED Viewed

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+---
+title: VILA Video Benchmark
+emoji: 🔥
+colorFrom: gray
+colorTo: red
+sdk: gradio
+sdk_version: 4.31.2
+app_file: app.py
+pinned: false
+---
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+1. Obtain a gemini key from [Google AI Studio](https://ai.google.dev/gemini-api/docs/ai-studio-quickstart)
+2. `pip install -r requirements.txt`
+3. `gradio main.py` and then label at [https://localhost:7860](https://localhost:7860)
+![](./viz.png)

app.py ADDED Viewed

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+import gradio as gr
+import os, os.path as osp
+import time
+import glob
+import cv2
+from PIL import Image
+import hashlib
+import shutil
+import os, sys, os.path as osp
+import csv
+import random
+import json
+from huggingface_hub import HfApi, repo_exists, file_exists
+from huggingface_hub.hf_api import CommitOperationAdd
+def calc_file_md5(fpath):
+    with open(fpath, "rb") as f:
+        file_hash = hashlib.md5()
+        while chunk := f.read(8192):
+            file_hash.update(chunk)
+    return file_hash.hexdigest()[:6]
+finfo = [
+    json.load(open("f1/coyo25m-0-000000.tar.json")),
+    json.load(open("f2/coyo25m-0-000000.tar.json")),
+    json.load(open("f3/coyo25m-0-000000.tar.json")),
+    json.load(open("f3/coyo25m-0-000000.tar.json")),
+]
+keys = list(finfo[0].keys())
+api = HfApi()
+def get_random_captino(k):
+    indexs = random.sample(list(range(5)), k=2)
+    output = []
+    idxs = []
+    for i in indexs:
+        if i == 4:
+            output.append(finfo[0][k]["orig_text"])
+        else:
+            output.append(finfo[i][k]["output"])
+        idxs.append(i)
+    return output, idxs
+def load_image(idx):
+    k = keys[idx]
+    infos, indexs = get_random_captino(k)
+    return k, f"{k}", infos[0], infos[1], str(indexs)
+def random_image(idx):
+    k = random.choice(keys)
+    index = keys.index(k)
+    infos, indexs = get_random_captino(k)
+    return k, index, f"{k}", infos[0], infos[1], str(indexs)
+def save_labeling(url, cap1, cap2, labeler, indexs, preference="left"):
+    os.makedirs("flagged", exist_ok=True)
+    output_info = {
+        "cap1": cap1,
+        "cap2": cap2,
+        "preference": preference,
+        "indexs": indexs,
+        "labeler": labeler,
+    }
+    # print(url)
+    lid = (
+        labeler.replace(" ", "_").replace("@", "_").replace(".", "_").replace("/", "-")
+    )
+    output_path = osp.join(f"flagged", url.replace("/", "--") + f".{lid}.json")
+    with open(output_path, "w") as fp:
+        json.dump(output_info, fp, indent=2)
+    if "RUNNING_ON_SPACE" in os.environ:
+        if not api.repo_exists(
+            "Efficient-Large-Model/VILA-S-Human-Test", repo_type="dataset"
+        ):
+            api.create_repo(
+                "Efficient-Large-Model/VILA-S-Human-Test",
+                repo_type="dataset",
+                private=True,
+            )
+        operation = CommitOperationAdd(
+            path_or_fileobj=output_path,
+            path_in_repo=osp.basename(output_path),
+        )
+        print("uploading ", output_path)
+        commit_info = api.create_commit(
+            repo_id="Efficient-Large-Model/VILA-S-Human-Test",
+            repo_type="dataset",
+            operations=[
+                operation,
+            ],
+            commit_message=f"update {output_path}",
+        )
+        output_path = commit_info
+    return output_path + "\n" + json.dumps(output_info, indent=2)
+with gr.Blocks(
+    title="VILA Video Benchmark",
+) as demo:
+    with gr.Row():
+        slider = gr.Slider(maximum=len(keys), label="Video Index", value=0)
+    with gr.Row():
+        with gr.Column(scale=4):
+            image_input = gr.Image(
+                label="Video Preview ",
+                height=360,
+                value="https://github.com/NVlabs/VILA/raw/main/demo_images/vila-logo.jpg",
+            )
+        with gr.Column(scale=1):
+            random_img = gr.Button(value="Random Image")
+            labeler = gr.Text(
+                value="placeholder",
+                label="Labeler ID (your name or email)",
+                interactive=True,
+            )
+            logging = gr.Markdown(label="Logging info")
+    with gr.Row():
+        btn_left = gr.Button("Left better")
+        btn_tie = gr.Button("tie")
+        btn_right = gr.Button("Right better")
+    with gr.Row():
+        vcap1 = gr.Textbox(label="Anoymous Caption 1")
+        vcap2 = gr.Textbox(label="Anoymous Caption 2")
+    cap_res = gr.Textbox(label="Caption Saving Results")
+    tmp_info = gr.Textbox(label="Temp Info", visible=False)
+    from functools import partial
+    btn_left.click(
+        partial(save_labeling, preference="left"),
+        inputs=[logging, vcap1, vcap2, labeler, tmp_info],
+        outputs=[cap_res],
+    )
+    btn_tie.click(
+        partial(save_labeling, preference="tie"),
+        inputs=[logging, vcap1, vcap2, labeler, tmp_info],
+        outputs=[cap_res],
+    )
+    btn_right.click(
+        partial(save_labeling, preference="right"),
+        inputs=[logging, vcap1, vcap2, labeler, tmp_info],
+        outputs=[cap_res],
+    )
+    slider.change(
+        load_image,
+        inputs=[slider],
+        outputs=[image_input, logging, vcap1, vcap2, tmp_info],
+    )
+    random_img.click(
+        random_image,
+        inputs=[random_img],
+        outputs=[image_input, slider, logging, vcap1, vcap2, tmp_info],
+    )
+    # btn_save.click(
+    #     save_labeling,
+    #     inputs=[video_path, _vtag, _vcap, vtag, vcap, uid],
+    #     outputs=[
+    #         cap_res,
+    #     ],
+    # )
+demo.queue()
+if __name__ == "__main__":
+    demo.launch()

requirements.txt ADDED Viewed

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+gradio
+transformers
+opencv-python

run.sh ADDED Viewed

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+ss=f1
+scp \
+    draco1dc:/lustre/fs11/portfolios/nvr/users/ligengz/workspace/VILA-internal/captioner_bk_new/Llama-2-7b-hf-siglip-large-patch16-384-align-llava_1_5_mm_align-pretrain-coyo_25m_wds_0to5_recap_${ss}_concat+coyo_25m_wds_5to10+mmc4core_10_subset+sharegpt4v_pretrain-SFT-sharegpt4v_sft+valley+vflan+video_chatgpt/coyo25m-0-000000.tar.json \
+    f1/coyo25m-0-000000.tar.json